{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:4H2QQ4Y5LBW2IY2YBGCJEYOVWS","short_pith_number":"pith:4H2QQ4Y5","canonical_record":{"source":{"id":"2410.16317","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-10-10T06:21:44Z","cross_cats_sorted":["cs.AI","cs.CV","cs.LG"],"title_canon_sha256":"3d2230a2e54ea8121535ac653394a9076c787680d5f4bc5655cdf859d72679e9","abstract_canon_sha256":"8e62af313cce4cc72f5af47519bbfa974481b6e6cab9a4b6b9b78afedc62c0dd"},"schema_version":"1.0"},"canonical_sha256":"e1f508731d586da4635809849261d5b496605f08188f7c8bbb5d0a16d68fefc4","source":{"kind":"arxiv","id":"2410.16317","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.16317","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"arxiv_version","alias_value":"2410.16317v1","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.16317","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"pith_short_12","alias_value":"4H2QQ4Y5LBW2","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"pith_short_16","alias_value":"4H2QQ4Y5LBW2IY2Y","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"pith_short_8","alias_value":"4H2QQ4Y5","created_at":"2026-07-05T09:23:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:4H2QQ4Y5LBW2IY2YBGCJEYOVWS","target":"record","payload":{"canonical_record":{"source":{"id":"2410.16317","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-10-10T06:21:44Z","cross_cats_sorted":["cs.AI","cs.CV","cs.LG"],"title_canon_sha256":"3d2230a2e54ea8121535ac653394a9076c787680d5f4bc5655cdf859d72679e9","abstract_canon_sha256":"8e62af313cce4cc72f5af47519bbfa974481b6e6cab9a4b6b9b78afedc62c0dd"},"schema_version":"1.0"},"canonical_sha256":"e1f508731d586da4635809849261d5b496605f08188f7c8bbb5d0a16d68fefc4","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:23:34.429166Z","signature_b64":"sLVTxKPcOHebb6w/tIIxXj22TFpgDEQVOMYZyUHUr6WKRQGQumGu+g7hcfwUnezJX/f9LjIDmlAeYhdXeFCqAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e1f508731d586da4635809849261d5b496605f08188f7c8bbb5d0a16d68fefc4","last_reissued_at":"2026-07-05T09:23:34.428750Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:23:34.428750Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.16317","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:23:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NC5fjFBiz3BbhMzhqmGY8moGWGfD757K7pzfmSbsY7D4ebM8utPT9864KbuUbyo4HY61Wn2izlRa8QW+nWXHDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T17:38:01.557004Z"},"content_sha256":"37ab367e3410a3e33ecc0b595324c5d02253f574b41ee1d079acd0345402a4a5","schema_version":"1.0","event_id":"sha256:37ab367e3410a3e33ecc0b595324c5d02253f574b41ee1d079acd0345402a4a5"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:4H2QQ4Y5LBW2IY2YBGCJEYOVWS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Survey on Physical Adversarial Attacks against Face Recognition Systems","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.CV","cs.LG"],"primary_cat":"cs.CR","authors_text":"Guozhu Meng, Jiachen Zhou, Kai Chen, Mingsi Wang, Tianlin Li","submitted_at":"2024-10-10T06:21:44Z","abstract_excerpt":"As Face Recognition (FR) technology becomes increasingly prevalent in finance, the military, public safety, and everyday life, security concerns have grown substantially. Physical adversarial attacks targeting FR systems in real-world settings have attracted considerable research interest due to their practicality and the severe threats they pose. However, a systematic overview focused on physical adversarial attacks against FR systems is still lacking, hindering an in-depth exploration of the challenges and future directions in this field. In this paper, we bridge this gap by comprehensively "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.16317","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2410.16317/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:23:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ty4fLO8ivU/OiplPJGvIdOouPqVpl9Z2agMmRoClJ4l41gvLxHYvfOwOVrdCaiHgkSMbrC3ytfMoGu9d+ihKAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T17:38:01.557581Z"},"content_sha256":"1f3984a29927878a5942a3789fa17de37c377bea60398db7731fb3617dfa4b86","schema_version":"1.0","event_id":"sha256:1f3984a29927878a5942a3789fa17de37c377bea60398db7731fb3617dfa4b86"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/4H2QQ4Y5LBW2IY2YBGCJEYOVWS/bundle.json","state_url":"https://pith.science/pith/4H2QQ4Y5LBW2IY2YBGCJEYOVWS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/4H2QQ4Y5LBW2IY2YBGCJEYOVWS/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-18T17:38:01Z","links":{"resolver":"https://pith.science/pith/4H2QQ4Y5LBW2IY2YBGCJEYOVWS","bundle":"https://pith.science/pith/4H2QQ4Y5LBW2IY2YBGCJEYOVWS/bundle.json","state":"https://pith.science/pith/4H2QQ4Y5LBW2IY2YBGCJEYOVWS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/4H2QQ4Y5LBW2IY2YBGCJEYOVWS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:4H2QQ4Y5LBW2IY2YBGCJEYOVWS","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"8e62af313cce4cc72f5af47519bbfa974481b6e6cab9a4b6b9b78afedc62c0dd","cross_cats_sorted":["cs.AI","cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-10-10T06:21:44Z","title_canon_sha256":"3d2230a2e54ea8121535ac653394a9076c787680d5f4bc5655cdf859d72679e9"},"schema_version":"1.0","source":{"id":"2410.16317","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.16317","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"arxiv_version","alias_value":"2410.16317v1","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.16317","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"pith_short_12","alias_value":"4H2QQ4Y5LBW2","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"pith_short_16","alias_value":"4H2QQ4Y5LBW2IY2Y","created_at":"2026-07-05T09:23:34Z"},{"alias_kind":"pith_short_8","alias_value":"4H2QQ4Y5","created_at":"2026-07-05T09:23:34Z"}],"graph_snapshots":[{"event_id":"sha256:1f3984a29927878a5942a3789fa17de37c377bea60398db7731fb3617dfa4b86","target":"graph","created_at":"2026-07-05T09:23:34Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2410.16317/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As Face Recognition (FR) technology becomes increasingly prevalent in finance, the military, public safety, and everyday life, security concerns have grown substantially. Physical adversarial attacks targeting FR systems in real-world settings have attracted considerable research interest due to their practicality and the severe threats they pose. However, a systematic overview focused on physical adversarial attacks against FR systems is still lacking, hindering an in-depth exploration of the challenges and future directions in this field. In this paper, we bridge this gap by comprehensively ","authors_text":"Guozhu Meng, Jiachen Zhou, Kai Chen, Mingsi Wang, Tianlin Li","cross_cats":["cs.AI","cs.CV","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-10-10T06:21:44Z","title":"A Survey on Physical Adversarial Attacks against Face Recognition Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.16317","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:37ab367e3410a3e33ecc0b595324c5d02253f574b41ee1d079acd0345402a4a5","target":"record","created_at":"2026-07-05T09:23:34Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"8e62af313cce4cc72f5af47519bbfa974481b6e6cab9a4b6b9b78afedc62c0dd","cross_cats_sorted":["cs.AI","cs.CV","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-10-10T06:21:44Z","title_canon_sha256":"3d2230a2e54ea8121535ac653394a9076c787680d5f4bc5655cdf859d72679e9"},"schema_version":"1.0","source":{"id":"2410.16317","kind":"arxiv","version":1}},"canonical_sha256":"e1f508731d586da4635809849261d5b496605f08188f7c8bbb5d0a16d68fefc4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e1f508731d586da4635809849261d5b496605f08188f7c8bbb5d0a16d68fefc4","first_computed_at":"2026-07-05T09:23:34.428750Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:23:34.428750Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"sLVTxKPcOHebb6w/tIIxXj22TFpgDEQVOMYZyUHUr6WKRQGQumGu+g7hcfwUnezJX/f9LjIDmlAeYhdXeFCqAA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:23:34.429166Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.16317","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:37ab367e3410a3e33ecc0b595324c5d02253f574b41ee1d079acd0345402a4a5","sha256:1f3984a29927878a5942a3789fa17de37c377bea60398db7731fb3617dfa4b86"],"state_sha256":"80ae556cabc74f50da39f9227607067f1f0fbf40b53383fc1ab519b54f776872"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZZd6SIg1DNIi/W5za5JgakblYeLY3cFdl1jIsxe6dimS6/4wll3BauZjkwr7uGnvF7WmMY5VkApSlglcOd97DQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T17:38:01.563689Z","bundle_sha256":"7d75ac7d9d053bd9f30f455254574bc69d6aae6dc35317a94a2d12697fca66dd"}}