{"as_of":"2026-08-08T22:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b5db1372abe4fd0907bcef9e19c6ae053dd7140a8c23e37c14aafb5d2441001b","coverage":[{"denominator":74,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":74,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T00:13:39.231162Z","state":"measured"},{"denominator":74,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":74,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.04033/citation-record","integrity":"/paper/2608.04033/integrity","json":"/paper/2608.04033/citation-record.json","paper":"/paper/2608.04033"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:55.688620Z","title":"Strengthening AI Critical Infrastructure Security with the MIT AI Risk Repository and MITRE ATLAS Frameworks,","venue":null,"work_id":"14d65d4b-98c3-4145-97dc-2dd9b6a37c28","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:28.771945Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:a9f25621ab64ca707746ba807f19590ece52016283f61cee865e01c92d70f0e1","observation_id":"c866fb8d-6b2e-4f23-8e30-b334368038ee","resolution":{"observed_at":"2026-08-07T00:13:55.884723Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:55.408156Z","title":"AI-Based Framework for Predictive Vulnerability As- sessment and Risk Prioritization in Critical Infrastructure Systems,","venue":null,"work_id":"1a6a44c1-24f2-4cdb-8259-2fb6fb012e7c","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:28.837323Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:87b7fcadf2c6199086b9271330322900fbfe9b882651e6e71f059a8cfa96edbe","observation_id":"486fa37d-69cc-49da-baec-a0e3125ce6b6","resolution":{"observed_at":"2026-08-07T00:13:55.562971Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:55.172530Z","title":"AI-Powered Incident Response Automation in Critical Infrastructure Protection,","venue":null,"work_id":"4b99637d-01a3-4a9a-b68b-c86b26f0b17d","year":2023},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:28.943675Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:5ac769e1551ce60be2f0e868ceb0f5a12660beaf6ec701189ead21971b13a716","observation_id":"4f470e43-0984-43d2-9bbf-a4ad3453090c","resolution":{"observed_at":"2026-08-07T00:13:55.290295Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:54.885023Z","title":"eGridGPT: Trustworthy AI in the Control Room,","venue":null,"work_id":"6dd5d151-b60e-4df5-ad51-85c0ec271dc2","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.053723Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:fcfa0be4003b4ddb97cc60bacb39ed2d07fda89fc2861ab787001a7023ef1785","observation_id":"679dafbd-d158-4fcf-b104-6ecd9bc01ff6","resolution":{"observed_at":"2026-08-07T00:13:55.007982Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.4204/eptcs.4","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:39.409280Z","title":"Watchdogs and oracles: Runtime verification meets large language models for autonomous systems,","venue":null,"work_id":"e8e171c2-91e4-4615-ada4-5a09ef798c13","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.315660Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:8881058cc44a420ca503fe29967aec47221e4b2078de639a9f8b4808125ad667","observation_id":"29f0a751-7840-41a1-bc36-37bc12ba0c19","resolution":{"observed_at":"2026-08-07T00:13:39.503067Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:54.345028Z","title":"Ai for critical infras- tructure security: Concepts, challenges, and future directions,","venue":null,"work_id":"6db2a703-3ffe-4935-aca9-6903668804a1","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.456324Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:a69917b6bdba337cef7df3b7c104986f2c28b71de79ddff5afc1aad1a16a4e89","observation_id":"169fd05a-c404-4742-a412-3d4ef62a81cf","resolution":{"observed_at":"2026-08-07T00:13:54.469420Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:54.047881Z","title":"Building cyber resilience in critical infrastructure,","venue":null,"work_id":"9634799f-5d9e-4d21-9e42-c0b03435d7aa","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.558001Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:0b0a7ad8bf67b96bd26e9ee23fc986a2243aeacb37e85e985274edcba629fa96","observation_id":"09dc08d8-6352-4e9c-a7d8-7227fe74952a","resolution":{"observed_at":"2026-08-07T00:13:54.177891Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:53.468366Z","title":"Digital twin-driven intrusion detection for industrial scada: A cyber-physical case study,","venue":null,"work_id":"199d42ca-c0c2-4cc5-b2af-3d0d2e594320","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.846463Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:732fd9d3695943ce0a92d6d9ca9668354a38e06e7d30de72a46be13bf75260bf","observation_id":"0a90771b-a621-4969-b287-fe923f513645","resolution":{"observed_at":"2026-08-07T00:13:53.624964Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:53.151824Z","title":"Ai agents vs. agentic ai: A conceptual taxonomy, applications and challenges,","venue":null,"work_id":"49edfec8-824a-406f-b70e-682647feb036","year":2026},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.965662Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:2e8348f65ac225e501e1bc201bac198f174b2979b9f17dfadde4684ff9631907","observation_id":"4a1f7bcb-5fdb-4a3a-a6b4-0723753d5c92","resolution":{"observed_at":"2026-08-07T00:13:53.298192Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.05748","last_updated":"2025-02-20T21:37:20Z","snapshot_observed_at":"2026-08-07T18:00:34.480145Z","submitted_at":"2025-02-20T21:37:20Z","title":"Alignment, Agency and Autonomy in Frontier AI: A Systems Engineering Perspective","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.05748","snapshot_observed_at":"2026-08-07T00:13:30.111770Z","title":"Alignment, agency and autonomy in frontier ai: A systems engineering perspective,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:30.111770Z"},"links":{"cited_paper":"/paper/2503.05748","citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:f75086e516a67badbbbde64ec84805315dad18ee23b205fddd8c72ffc6dc7043","observation_id":"86a46e07-3dab-4a68-8fdf-5e0fb6619e72","resolution":{"observed_at":"2026-08-07T00:13:30.111770Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:52.892516Z","title":"Autonomous ai-based cybersecurity framework for critical infrastructure: Real-time threat mitigation,","venue":null,"work_id":"19b56d5f-e7b8-45af-94bd-237ed1a40638","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:30.259586Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:658336fb02ce272e8aba4d2a4128c21f2d52b5e2ad2c4c1f32911dc2c68be833","observation_id":"00b9c58e-2681-4020-a4be-2a71270ba8af","resolution":{"observed_at":"2026-08-07T00:13:53.020382Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:52.602012Z","title":"Large language models and their applications in roadway safety and mobility enhancement: A comprehensive review,","venue":null,"work_id":"b0e6bacc-373a-44dd-ad09-a1d342e96767","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:30.461376Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:a9d687352aebcbff0634fa7077176e9941573ae6f145a4681fc30c1bcbb54fd2","observation_id":"2de130d5-a673-4063-8f0e-69de2721257d","resolution":{"observed_at":"2026-08-07T00:13:52.735776Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:52.328297Z","title":"AI Security Institute Frontier AI Trends Report,","venue":null,"work_id":"f8320277-5f3d-4183-a047-64f129c37a65","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:30.615865Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:1bd742cc1ff2d7f1b612b36c67ccccab4bd14ab6512d7d0b3d7cfe0af0733acc","observation_id":"b279dd64-aeff-4cb9-a4a4-bff2d5043995","resolution":{"observed_at":"2026-08-07T00:13:52.440839Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.06359","last_updated":"2025-06-03T10:02:07Z","snapshot_observed_at":"2026-08-07T11:15:28.935179Z","submitted_at":"2025-06-03T10:02:07Z","title":"From Transformers to Large Language Models: A systematic review of AI applications in the energy sector towards Agentic Digital Twins","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.06359","snapshot_observed_at":"2026-08-07T00:13:30.748524Z","title":"From transformers to large language models: A systematic review of ai applications in the energy sector towards agentic digital twins,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:30.748524Z"},"links":{"cited_paper":"/paper/2506.06359","citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:d635a0f74a755d6964e376429e83ccfb6720ef99c5ac1351f31e8053ae4a667c","observation_id":"96f2da41-c482-416a-8e9f-4b2f1e8df643","resolution":{"observed_at":"2026-08-07T00:13:30.748524Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:30.935623Z","title":"TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:30.935623Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:197e2c49de0ca26802d5997ffdfcf24ddfb9768dc46fb69fac0ad28314612b12","observation_id":"6e03d7eb-5c43-40d2-9f3d-919406f81faf","resolution":{"observed_at":"2026-08-07T00:13:30.935623Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.15676","last_updated":"2025-07-21T14:39:08Z","snapshot_observed_at":"2026-08-06T15:23:47.879917Z","submitted_at":"2025-07-21T14:39:08Z","title":"Agentic AI for autonomous anomaly management in complex systems","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.15676","snapshot_observed_at":"2026-08-07T00:13:31.069505Z","title":"Agentic ai for autonomous anomaly management in complex systems,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:31.069505Z"},"links":{"cited_paper":"/paper/2507.15676","citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:9bd8613355204d92a0a7efc6a30eeecf9c7fbf2459d72be17be3e2b0d33c4c54","observation_id":"661e421d-733d-45dd-854c-5cc1e84ad30e","resolution":{"observed_at":"2026-08-07T00:13:31.069505Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:52.070146Z","title":"Trustworthy agentic AI systems: a cross-layer review of architectures, threat models, and governance strategies for real-world deployment,","venue":null,"work_id":"e8289725-90b1-44b4-b61e-b57d53c55d60","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:31.214011Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:056c760b40da0528096531e3f4fe4eef34e0c828def9d7296aeb72290a10cab7","observation_id":"9772ac45-e012-44c6-af10-420d49f30a62","resolution":{"observed_at":"2026-08-07T00:13:52.228270Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2511.21901","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:40.808662Z","title":"Standardized threat taxonomy for ai security, governance, and regulatory compliance,","venue":null,"work_id":"b0bec71c-a271-4637-93a0-03353576e74c","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:31.343689Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:16f6565736e377c08b64fa64ef9a4405e709edba4d34b99a210eb977e8fee3da","observation_id":"a3198cc8-7233-4a13-9198-51722d13f181","resolution":{"observed_at":"2026-08-07T00:13:40.882091Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:51.840492Z","title":"ETSI EN304223: Securing Artificial Intelligence (SAI); Baseline Cyber Security Requirements for AI Models and Systems,","venue":null,"work_id":"2c033e43-e45d-473a-89fe-1c6d0b807aa2","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:31.465471Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:0f532d9f98442567656d75ff5461b0fe223d0736cd2090afc7e24bd71e64ff3a","observation_id":"bf92a223-0cea-4e9f-9322-2d230fcbecd6","resolution":{"observed_at":"2026-08-07T00:13:51.925697Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:51.566988Z","title":"Risk Taxonomy and Thresholds for Frontier AI Frameworks,","venue":null,"work_id":"49fdd56d-a120-49ca-9ae9-eedd5da75645","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:31.618707Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:9e8d682f5cbd4471a9a4a5fd1be7f754080fdf9d98ef3342b1705b0a27071b22","observation_id":"71027a48-5d6a-48a3-8114-04cdd628d3f3","resolution":{"observed_at":"2026-08-07T00:13:51.708279Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:51.327596Z","title":"A FAIR Taxonomy for Cyber Risk Scenarios: An Analyst’s Guide for Defining Risk Scenarios for Continuous Risk Management,","venue":null,"work_id":"448d7144-3126-4133-8ee3-73b20affcf8d","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:31.744713Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:32a2f966a85e1e272a5b6cf4ce90a749746b091758a7226d5c02228b4381e4dc","observation_id":"2311bbbb-ce8e-4148-9b60-ff4eed712adf","resolution":{"observed_at":"2026-08-07T00:13:51.436572Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:51.084795Z","title":"Securing Critical Infrastructure in the Age of AI,","venue":null,"work_id":"988417b9-e7f9-4e5c-b17a-b83f0eb03172","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:31.878029Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:2638355851e1637d5a4c38a8af57ea1bca6be92d9b257f887669d9df0f1827e4","observation_id":"fa24ede3-546d-4771-92f2-a5d748369703","resolution":{"observed_at":"2026-08-07T00:13:51.202094Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:50.841374Z","title":"Shadow AI: The hidden risk inside your enterprise (and how to manage it),","venue":null,"work_id":"b6d84da1-bb9b-4f78-bccd-d4038d99cd93","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:32.008781Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:fa930f84c63bb61009df117615de9db2fb40a56fbd0347aa485d500ddf4893e8","observation_id":"c3f1d8d3-7992-46c9-89f6-bc8be47f23bd","resolution":{"observed_at":"2026-08-07T00:13:50.956136Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:50.546096Z","title":"Industry temperature check: barriers and enablers to AI assurance,","venue":null,"work_id":"f77b4db3-693a-4277-acd0-8d8e67e71756","year":2022},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:32.220829Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:6c5d18034a6e2dee1b908d183aabc0e1978e826451f583c1745f7f9b3a0aa68c","observation_id":"febba0fb-4dd6-4cb0-bea4-3601da6862fa","resolution":{"observed_at":"2026-08-07T00:13:50.676243Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:50.308175Z","title":"Supply Chain Security and AI Risk Governance Model for Critical Infrastructure under NIS2, CER, and CRA,","venue":null,"work_id":"ff1633e7-da61-48bd-b146-f6c9a48df971","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:32.352551Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:e98aa0c6de6fc156f1abc22946d64fc849e997ec36dfab98ba713ef3978a23be","observation_id":"7c647898-7257-4ceb-b72a-9f51f054a926","resolution":{"observed_at":"2026-08-07T00:13:50.416039Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:49.993625Z","title":"Exploiting Trust in Open-Source AI: The Hidden Supply Chain Risk No One Is Watching,","venue":null,"work_id":"f40b5bbc-e7d3-496d-9dd4-607a196a8e07","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:32.538805Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:9d0280dff7ee7adf7915044d3e1cbc2dc955695b3295e88c8f0603dc48918086","observation_id":"c15e1ed0-6d54-4480-bcf0-8ca786fa440f","resolution":{"observed_at":"2026-08-07T00:13:50.158274Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"ublication/3970147","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:40.436999Z","title":"AI-Driven Governance of Shadow AI Systems for Enhanced Enterprise Cybersecurity,","venue":null,"work_id":"cde792df-d7ee-49e7-a94c-c345be831051","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:32.756762Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:0bb48d9b80ea2bc5a7851fc3bee76e04568b048b62d9f6cf14f6b0d457531753","observation_id":"10b9b476-104c-4aee-8124-054138fe37c1","resolution":{"observed_at":"2026-08-07T00:13:40.557455Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.12094","last_updated":"2025-06-12T09:51:06Z","snapshot_observed_at":"2026-08-08T16:12:50.286008Z","submitted_at":"2025-06-12T09:51:06Z","title":"Military AI Cyber Agents (MAICAs) Constitute a Global Threat to Critical Infrastructure","version":1},"cited_work":{"arxiv_id":"2506.12094","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.12094","snapshot_observed_at":"2026-08-07T00:13:40.096973Z","title":"Military AI Cyber Agents (MAICAs) Constitute a Global Threat to Critical Infrastructure","venue":"cs.CY","work_id":"92f435f4-4dd3-4a27-a414-f1bc6981a027","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:32.948753Z"},"links":{"cited_paper":"/paper/2506.12094","citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:db7bf5ffd1a3e59682de878ca8ea221b574e3822d669ce9a60a4dc1ce421ccd6","observation_id":"43505a3d-06a5-47d0-8fb4-bfc316f8657a","resolution":{"observed_at":"2026-08-07T00:13:40.192678Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.11917","last_updated":"2025-04-21T19:22:25Z","snapshot_observed_at":"2026-08-07T17:02:39.923085Z","submitted_at":"2025-03-14T23:05:02Z","title":"A Framework for Evaluating Emerging Cyberattack Capabilities of AI","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.11917","snapshot_observed_at":"2026-08-07T00:13:33.133908Z","title":"A Framework for Evaluating Emerging Cyberattack Capabilities of AI,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:33.133908Z"},"links":{"cited_paper":"/paper/2503.11917","citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:9760fc6f35d59832c5e98e31b9b282ec00ab5bb839b20fb08c4a0899393d14df","observation_id":"0a85ae0a-5a5d-494f-add0-39f6ec715351","resolution":{"observed_at":"2026-08-07T00:13:33.133908Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:33.262976Z","title":"Frontier ai’s impact on the cybersecurity landscape,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:33.262976Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:7cefd9f447176ba7a4ee414c35884750f4db3fbac595d34c092b365893ed8946","observation_id":"fba8268b-c5bb-4fcd-9f62-c2fd1abd5af7","resolution":{"observed_at":"2026-08-07T00:13:33.262976Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:49.693299Z","title":"Dual-use of large language models (llms) and generative ai (genai) in cybersecurity: Risks, defenses, and governance strategies,","venue":null,"work_id":"9d15db1d-f04b-418b-8b3e-722c9a0aaa69","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:33.384476Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:b810fdab496a5f051092b88bf1e4bee4815a66e321a1b5b601b7172feefe8020","observation_id":"17aaab6f-f9fb-47fd-9fdf-7bcb52fc1e2c","resolution":{"observed_at":"2026-08-07T00:13:49.835102Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:49.417128Z","title":"How does ai transform cyber risk management?","venue":null,"work_id":"0009c6b9-4245-4425-8ae2-4d85b0e80cc8","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:33.649067Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:3f7110ee281910383b4dd0790ef82dd71f6008d43a46b43dec3ad868774da9d8","observation_id":"d0c9482a-b5d7-4ba1-afdb-a9f622ff1449","resolution":{"observed_at":"2026-08-07T00:13:49.545412Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:49.169527Z","title":"Principles for the Secure Integration of Artificial Intelligence in Operational Technology,","venue":null,"work_id":"43737701-3acd-4dfa-96f2-c442f14ce277","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:33.821633Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:638fc057123ac5750a569c6bd12b1741848ab832030d3f5b6c3ee073b560606a","observation_id":"0992fc29-19f7-447d-af53-d92ec17b60cc","resolution":{"observed_at":"2026-08-07T00:13:49.298113Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:48.911750Z","title":"Future Risks of Frontier AI: Which capabilities and risks could emerge at the cutting edge of AI in the future?","venue":null,"work_id":"a108b8a1-f4f4-4acc-9e0b-7ed24be5e781","year":2023},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:33.957930Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:a2523559b7805ab8695de42434715eba528bac8a445228989f34f319964cf663","observation_id":"4ce68092-6cb7-4dfb-bd43-60b43b5a9cfc","resolution":{"observed_at":"2026-08-07T00:13:49.018083Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:48.596933Z","title":"A survey on the applications of frontier ai, foundation models, and large language models to intelligent transportation systems,","venue":null,"work_id":"4b88e15c-5094-40a4-ae4e-009c9e85464b","year":2023},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:34.088009Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:e9ba09110d466ecc439c78e7c834942b69d41607c16c118de1c89506146e82df","observation_id":"dbcc7d93-fae4-42f4-966a-dcc7021a8053","resolution":{"observed_at":"2026-08-07T00:13:48.716395Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:48.323396Z","title":"Critical Infrastructure Sectors,","venue":null,"work_id":"9c9ed94f-a002-497c-b27b-b35d7f48414a","year":2026},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:34.221470Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:16a39bb758a214c04a5b8e02802d9773abaddbcae504c69882be71e333710bbe","observation_id":"bcdcc6a5-4049-4639-82e9-d0e37ceb616f","resolution":{"observed_at":"2026-08-07T00:13:48.416230Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:48.108210Z","title":"Critical infrastructure resilience at EU-level,","venue":null,"work_id":"1d8c3f11-ad56-4eb8-996c-5e53f2768617","year":2026},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:34.402649Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:5c37c38a4092a7507c862e9375e7916dbcf8a4784d04af46afb527a92dbbb29e","observation_id":"daaf14b1-e33c-4224-ae1d-7f6bf77d5a8f","resolution":{"observed_at":"2026-08-07T00:13:48.226997Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:47.889187Z","title":"Challenges in the vulnerability and risk analysis of critical infrastructures,","venue":null,"work_id":"dfda3c73-0659-4163-8d01-fa230cb36903","year":2016},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:34.564951Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:e4db797aec68bd05f2286f49332db1c4c9640c7f4bad5f12cd423457da6d56a1","observation_id":"2131ac53-a896-4952-af5d-addea42139b3","resolution":{"observed_at":"2026-08-07T00:13:47.975339Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:47.734893Z","title":"Kufeoglu and A","venue":null,"work_id":"bbd7efea-0ae8-4aa4-86f6-89fec7d79c7c","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:34.729391Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:c48fc539e296fdeab4e1564353307094ed29b881d06094be5fc6089f2f3d5f79","observation_id":"19c96951-248d-4551-84ba-80514f5aa1b5","resolution":{"observed_at":"2026-08-07T00:13:47.827953Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:47.453771Z","title":"Critical infrastructure, panarchies and the vulnerability paths of cascading disasters,","venue":null,"work_id":"463c056b-197e-4e52-8157-a4810664a348","year":2016},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:34.938425Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:c4e0c33450c4c6269c6f297a49f3c33a3d22f39ea9e3a7cba66df8be738aaed3","observation_id":"43f0d748-90ec-4b8b-950d-f96519d5dd33","resolution":{"observed_at":"2026-08-07T00:13:47.575272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:47.233961Z","title":"Shadow AI: Gover- nance, Risk, and Organisational Resilience,","venue":null,"work_id":"97ceeefb-8876-4268-be3e-47d7060ba2fb","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:35.115554Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:b4128cdc2ea193fdb7708bcc3308d7d949b5641e59c9e6290de8593cc76c998a","observation_id":"24b52ce5-5a3b-4728-bc0e-42b22dc2e6eb","resolution":{"observed_at":"2026-08-07T00:13:47.336706Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:46.996452Z","title":"Roles and Responsibilities Framework for Artificial Intelligence in Critical Infrastructure,","venue":null,"work_id":"77483d61-3aa6-4014-bbaf-9f8152ceacaa","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:35.299144Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:89d676a84e31673af28ef632184fdff9212100ce5b4ddfc59163ad6e4beee360","observation_id":"0a72223e-67c1-43ca-afe7-99a5a1714e70","resolution":{"observed_at":"2026-08-07T00:13:47.109228Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:46.757956Z","title":"Framework for Improving Critical Infrastructure Cybersecurity,","venue":null,"work_id":"05bd6356-8d83-4b8a-a92e-75da099b4ef2","year":2018},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:35.443039Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:d0b7fd8a4514eca1bc72fdf3a53e842f16c122b917166725e33c6156b32aec1f","observation_id":"254ede4a-0bfb-49f5-9c91-a3da459b676d","resolution":{"observed_at":"2026-08-07T00:13:46.876671Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:46.509678Z","title":"Artificial Intelligence Risk Management Framework (AI RMF 1.0),","venue":null,"work_id":"dae2dae0-4a0e-46dd-b1c8-a3759a50bf76","year":2023},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:35.595462Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:c01f892f05d1bc5a41c0ef3aef86d0b3d01341bb81fc686365f0ed68dce8b8d3","observation_id":"e7451f4f-93bb-4bb3-b8db-1253d37695b3","resolution":{"observed_at":"2026-08-07T00:13:46.621362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:46.220493Z","title":"LLMs for Cybersecurity in the Big Data Era: A Comprehensive Review of Applications, Challenges, and Future Directions,","venue":null,"work_id":"78a7dfb9-babf-46a4-8d39-898016a9ca1e","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:35.701279Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:2a1a4d58e809d9fc3f4a944dcecc006571789bea2231889c8445a8892484bc54","observation_id":"364b5080-42a4-4c03-bc31-f5526d6ddabc","resolution":{"observed_at":"2026-08-07T00:13:46.348689Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:45.962349Z","title":"Generative AI in cybersecurity: A comprehensive review of LLM applications and vulnerabilities,","venue":null,"work_id":"c7e7e116-54c5-4fa9-98a3-6e44dec54769","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:35.879310Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:988e61358c3e21d4057d639c439768ae89aac2bbc633d3a07af7ffdf9022df93","observation_id":"d814e56f-5f87-4b85-b5bb-99df5446ade1","resolution":{"observed_at":"2026-08-07T00:13:46.106600Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:45.674201Z","title":"Managing extreme AI risks amid rapid progress,","venue":null,"work_id":"a466f684-3714-4860-8b20-6c3247369a1d","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.035044Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:243216507a9db835d2964857412441547896f4f2966d7231dac70200e124e79a","observation_id":"3ccef019-db0e-40d1-bf84-c987af72ff0b","resolution":{"observed_at":"2026-08-07T00:13:45.833577Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:45.417262Z","title":"Agentic AI and the Cyber Arms Race,","venue":null,"work_id":"6a3d4126-b0a2-48f1-8517-4ba0ffdc17d6","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.208017Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:68c4a92ad1a71072e1c8b2a5aefd1e3f532a525c4872c4b66f39ff4fcf5b4d22","observation_id":"692f82a8-3b5b-48a3-bd22-9948a902b87b","resolution":{"observed_at":"2026-08-07T00:13:45.545678Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:45.059591Z","title":"Dual use concerns of generative AI and large language models,","venue":null,"work_id":"a2e81db0-f4c7-47cd-887e-e712aaae6268","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.315935Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:ee31dae28c0d1520fddd1a2cd0f1956cf54a6072c5403fde469b2f2bffa28674","observation_id":"371e8320-9ebe-41ef-a430-78a35f133b37","resolution":{"observed_at":"2026-08-07T00:13:45.239707Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:44.782450Z","title":"Risk thresholds for frontier AI,","venue":null,"work_id":"d70d8eae-0229-4d7c-985d-e45d0fe57cb9","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.455927Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:d96386722493d1f445aea2d3e9d39a54a9bf4d98f3180a0fb4c1b902345f36e7","observation_id":"026d402d-7675-4e77-830c-c744c748eb9f","resolution":{"observed_at":"2026-08-07T00:13:44.912897Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:44.569539Z","title":"A Master Attack Methodology for an AI-Based Automated Attack Planner for Smart Cities,","venue":null,"work_id":"58145a14-5d62-4aa0-917c-a102a7dfd693","year":2018},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.582670Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:296a2b3ce1a11b9193a0c6b0148c775b9692379a45f02ae22c4c2c0ec6efa3a4","observation_id":"cd6afabb-4211-4809-adfa-a124597fda55","resolution":{"observed_at":"2026-08-07T00:13:44.635175Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:44.439180Z","title":"Poisoning and Backdooring Contrastive Learning,","venue":null,"work_id":"b30add97-1929-4827-82b9-a766c41e7aae","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.715462Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:f44084003c2c7fe421c2c39316509b1e30956a2bcf13f1e6c5d782935e3ab1c4","observation_id":"91b846ef-e0a2-4952-8dab-814f092ff2e7","resolution":{"observed_at":"2026-08-07T00:13:44.495390Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:44.143079Z","title":"Extracting Training Data from Large Language Models,","venue":null,"work_id":"cac25384-3140-4295-bb2e-ba7571f3f431","year":2020},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.989856Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:faf9201cc65a06dff2c5f137fca12bba914bff81e0e34dea1ba1bd0bb7c48339","observation_id":"e2c19fe4-add2-4e5f-be63-2664b300822e","resolution":{"observed_at":"2026-08-07T00:13:44.210115Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:43.987483Z","title":"What We Know about AIBOMs: Results from a Multivocal Litera- ture Review on Artificial Intelligence Bill of Materials,","venue":null,"work_id":"eaffca20-fc39-43e1-aa0f-28b885462d66","year":2026},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:37.118329Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:ff3e4cef5b62d240f06f56749ceeb892aac0f6fef7c915da58eccbe564acb803","observation_id":"c1b9f26b-d473-4136-8883-2460c974b85b","resolution":{"observed_at":"2026-08-07T00:13:44.073065Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:43.863192Z","title":"Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI,","venue":null,"work_id":"71912707-c6dc-4a5b-a342-cb74afe0bc0f","year":2020},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:37.269427Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:8556bcc733141f95ab9ed83c077a6ddb088c1debbb77bb0af1abccca5556f231","observation_id":"096fe7dd-b3bb-4693-ab1c-0394de6f5685","resolution":{"observed_at":"2026-08-07T00:13:43.917650Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:43.695058Z","title":"Large Language Models Integration in Smart Grids,","venue":null,"work_id":"d0efa581-4b85-4863-a62c-cd09ce025fcd","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:37.427937Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:3b491a67db29cd4e82c15249de3c597e8669c03fca21119fe656fbaf8e2f4e54","observation_id":"9c1a330b-0521-4d8f-bf1d-d1d7ba3cee7b","resolution":{"observed_at":"2026-08-07T00:13:43.759008Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:37.600083Z","title":"On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet? ,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:37.600083Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:d0d29fe0f6edd87ad3c46c20f15a8cb0df271e76d25c089f610823b42abefe40","observation_id":"f720e67a-cd9b-4597-bffb-1ce140a685ec","resolution":{"observed_at":"2026-08-07T00:13:37.600083Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:43.571895Z","title":"Identifying, un- derstanding and analyzing critical infrastructure interdependencies,","venue":null,"work_id":"cc83e6b0-3d2e-490a-a39b-57f94e5b3103","year":2001},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:37.726350Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:0a5327915f08323846e8a28f81a27e22aa1f3895ab3cc57608d2f88c8c86086a","observation_id":"28591305-99ff-4463-ba6d-ebcc6e439f4a","resolution":{"observed_at":"2026-08-07T00:13:43.624108Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:43.309096Z","title":"Hybrid learning-based fault prediction and cascading failure mitigation in multi-network energy systems,","venue":null,"work_id":"94eba855-35a2-4aac-beaa-c0572a5b367f","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:37.882430Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:a8edea0027dd0f3e7b2fde2f6ec655c2f370cd142abb1a75039eed3b5ee02d45","observation_id":"286a1c95-5b86-4fd7-af74-be20f484c564","resolution":{"observed_at":"2026-08-07T00:13:43.503087Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:43.183405Z","title":"Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents,","venue":null,"work_id":"b97ca698-28a7-498c-b048-f20f0190b6a0","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:37.984917Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:55671607cfa36546cfa9e3f18031945ecebeed4271cf548da3a127d4d570b461","observation_id":"2afe0ff1-e667-42d6-93de-7f1f41b02cab","resolution":{"observed_at":"2026-08-07T00:13:43.234882Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:43.036509Z","title":"Agentic Large Language Models, a Survey,","venue":null,"work_id":"ad2433d8-b43f-4eec-827a-1cfb55c3519e","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:38.129694Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:948707d1447c75efda1833f342bbac584614a9f01fba4554c252af35dabcfb24","observation_id":"6e1283bd-89f2-4030-9cc5-e4b4908245aa","resolution":{"observed_at":"2026-08-07T00:13:43.098481Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.10146","last_updated":"2025-08-13T19:16:18Z","snapshot_observed_at":"2026-08-05T20:38:11.330854Z","submitted_at":"2025-08-13T19:16:18Z","title":"Agentic AI Frameworks: Architectures, Protocols, and Design Challenges","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.10146","snapshot_observed_at":"2026-08-07T00:13:38.298992Z","title":"Agentic AI Frameworks: Architectures, Protocols, and Design Challenges,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:38.298992Z"},"links":{"cited_paper":"/paper/2508.10146","citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:b2cad869d75d16e1d9ff92e1f7b6fecf70e463630eb587e6a85153ac245bbb9d","observation_id":"bf10e68c-b88b-47c3-826b-9a476e9e504f","resolution":{"observed_at":"2026-08-07T00:13:38.298992Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:42.854629Z","title":"AI-Enhanced Cyber Threat Detection and Response Advancing National Security in Critical Infrastructure,","venue":null,"work_id":"da1becfc-72ed-46fc-8c42-02e4a8b90d99","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:38.425266Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:0c70080fbc62a8fef1553bb904137b9423efd62e698fea25fbfe576aedf59016","observation_id":"21c95c6a-e5b1-4704-8712-9f54d586fde6","resolution":{"observed_at":"2026-08-07T00:13:42.944781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:42.666229Z","title":"Frontier Model Forum: Advancing frontier AI safety and security","venue":null,"work_id":"2de854b5-06b1-4dfc-be0c-a76b0023ff51","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:38.614213Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:7263becaaaccd5c44213f512600cf9d3f930d61ca709e1eaead8414060a1cee7","observation_id":"94e8d45b-f18d-4383-9e77-a009a02d8ec8","resolution":{"observed_at":"2026-08-07T00:13:42.756937Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:42.540391Z","title":"Securing Critical Infrastructure in the Age of AI,","venue":null,"work_id":"35eb2985-9c0d-4c47-915c-c9f66ce9d9be","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:38.761099Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:565062ad3daaabaee7c18d390070b01e150772c78d58b550ffb7fe44566466b2","observation_id":"e817c4a0-b6b9-45b8-a184-d2b5a7312867","resolution":{"observed_at":"2026-08-07T00:13:42.604567Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:41.908315Z","title":"Independent review of the security of critical infrastructure act 2018,","venue":null,"work_id":"fdbdfc31-0a4d-4b22-a4e0-24c407c47592","year":2018},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:38.865149Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:4b4060323173f6e347644b0ac014a55b5970382d83fa8a92bbe7143fd603319a","observation_id":"d3228567-22cd-467c-9cd8-8b20452b6b9f","resolution":{"observed_at":"2026-08-07T00:13:42.173100Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:41.674746Z","title":"Data Poisoning Vulnerabilities Across Health Care Artificial Intelligence Architec- tures: Analytical Security Framework and Defense Strategies,","venue":null,"work_id":"3ba80bbe-d4a9-4624-b460-84e659f16f8c","year":2026},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:38.951966Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:53392cac6a405b8bccbf6d4bb48b2f50df34e69ed72090ef2ef903e099a8c281","observation_id":"80c257b1-36af-4cdc-bdd4-2c07ca3bb795","resolution":{"observed_at":"2026-08-07T00:13:41.786644Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:41.424825Z","title":"Guidelines for Next-Generation Grid Communications Architecture,","venue":null,"work_id":"73489642-ec99-40ce-9c42-ec4dff2cf2c3","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:39.057948Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:5b05100656268ddeeb1e87e6212fddcc8e76d11f7bcabf4e78791f1a220ab241","observation_id":"0641c7d4-33a6-491a-bf02-e613e4284c28","resolution":{"observed_at":"2026-08-07T00:13:41.566224Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:41.210066Z","title":"ChatGPT and Other Large Language Models for Cybersecurity of Smart Grid Applications,","venue":null,"work_id":"0884486f-5246-4a34-9f62-8db6f917df3b","year":2024},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:39.157119Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:fb6e2c8840213f419e95eb54f8d122520c98c13fbd8463de7b0e6c3de483b42b","observation_id":"b5e4d94a-8653-40ef-8ef1-f450bd5a76cb","resolution":{"observed_at":"2026-08-07T00:13:41.291653Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:41.064899Z","title":"A Formal Verification Frame- work for Ensuring Safety in Autonomous Cyber-Physical Systems Operating in Unstructured Environments,","venue":null,"work_id":"04819333-2cc7-4930-bed5-d766eb6f87e7","year":2025},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:39.231162Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:298cba30ca69989ed1f454349a3beb919b763a80af02b7f905f8d8a94e48cb17","observation_id":"5e9e0ed5-d6b2-490e-a169-febb844879dc","resolution":{"observed_at":"2026-08-07T00:13:41.110488Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:53.811573Z","title":"Available: https://www.pwc.com.au/cyber-security-d igital-trust/critical-infrastructure/critical-infrastructure-resilience.ht ml","venue":null,"work_id":"5ef06d3b-7688-4194-8864-53a6e956d957","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.698810Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:6ce9504b8f837d1a0f888fe4547043d43ee3addd56afc70b4d293ea3d8e4afed","observation_id":"eaebf0a9-1d99-48cd-a4c5-7c1962a259c4","resolution":{"observed_at":"2026-08-07T00:13:53.927305Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:44.284846Z","title":"Available: https://openreview.net/forum?id=iC4UHb Q01Mp","venue":null,"work_id":"039b6e7d-f1e8-4fd7-ac48-7c67d7a9bc7e","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:36.849606Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:2a54cd14b6f4a8dd428e2a3bac6d8f9aadd5acda756012c69f150f08ac704a22","observation_id":"eb8407be-9785-4224-8796-63b4b5eb783c","resolution":{"observed_at":"2026-08-07T00:13:44.348733Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:54.648160Z","title":"Available: https://docs.nlr.gov/docs/fy24osti/87740.p df","venue":null,"work_id":"dad425c7-a9a2-46e9-a58b-37c067dfca0d","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:29.173576Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:4a99f7e41fa02de8bce99be3995e0cdaea8c850f7f5255f63d0a2eb038ac7d7f","observation_id":"c5e01654-0eaa-43d1-9cc4-7e7cc52a7856","resolution":{"observed_at":"2026-08-07T00:13:54.723431Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"6948.85236","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T00:13:39.794772Z","title":"Available: https://www.techrxiv.org/doi/abs/10.3622 7/techrxiv.175616948.85236631/v1","venue":null,"work_id":"09c61f79-8187-47f4-bee7-d9d1612a6f0e","year":null},"citing_paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-07T00:13:33.524677Z"},"links":{"citing_paper":"/paper/2608.04033"},"observation_digest":"sha256:ed43df83d1862920f23e7edccae936d2aabdbc515b341115f92340c1397e004a","observation_id":"682f85a9-a6fc-48ea-9f96-50a03c922ee4","resolution":{"observed_at":"2026-08-07T00:13:39.886888Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.04033","last_updated":"2026-08-03T01:30:35Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-08T22:11:09.109419Z","submitted_at":"2026-08-03T01:30:35Z","title":"SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure"},"reference_resolution":{"displayed":74,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":8,"verified_exact":4,"verified_fuzzy":61},"total_outbound_references":74},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2608.04033."}