{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:E3NRGXWVE526YMXQHGUMX6O5G5","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":"92f8436614904839efbebac9f8373528b791d305a26c44d0b6eb994a8e6e4b2c","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CR","submitted_at":"2024-05-26T08:02:02Z","title_canon_sha256":"68c7657a8d5674595ac7ce1ff43dc183acc31517b9411f4c2bcc3324069a632b"},"schema_version":"1.0","source":{"id":"2405.16476","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.16476","created_at":"2026-07-05T09:15:32Z"},{"alias_kind":"arxiv_version","alias_value":"2405.16476v1","created_at":"2026-07-05T09:15:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.16476","created_at":"2026-07-05T09:15:32Z"},{"alias_kind":"pith_short_12","alias_value":"E3NRGXWVE526","created_at":"2026-07-05T09:15:32Z"},{"alias_kind":"pith_short_16","alias_value":"E3NRGXWVE526YMXQ","created_at":"2026-07-05T09:15:32Z"},{"alias_kind":"pith_short_8","alias_value":"E3NRGXWV","created_at":"2026-07-05T09:15:32Z"}],"graph_snapshots":[{"event_id":"sha256:cc8ce0cff3901f18ddb882b739cc91e2d339e8bb80eb5a2ef94bfe944b2b2127","target":"graph","created_at":"2026-07-05T09:15:32Z","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/2405.16476/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the realm of IoT/CPS systems connected over mobile networks, traditional intrusion detection methods analyze network traffic across multiple devices using anomaly detection techniques to flag potential security threats. However, these methods face significant privacy challenges, particularly with deep packet inspection and network communication analysis. This type of monitoring is highly intrusive, as it involves examining the content of data packets, which can include personal and sensitive information. Such data scrutiny is often governed by stringent laws and regulations, especially in e","authors_text":"Anantaa Kotal, Anupam Joshi, Brandon Luton","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CR","submitted_at":"2024-05-26T08:02:02Z","title":"KiNETGAN: Enabling Distributed Network Intrusion Detection through Knowledge-Infused Synthetic Data Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.16476","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":"sha256:0209724e83f9f9b03a9c6e7c2ae270aada2743d12ab98a340b8a0c03e90ba22b","target":"record","created_at":"2026-07-05T09:15:32Z","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":"92f8436614904839efbebac9f8373528b791d305a26c44d0b6eb994a8e6e4b2c","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.CR","submitted_at":"2024-05-26T08:02:02Z","title_canon_sha256":"68c7657a8d5674595ac7ce1ff43dc183acc31517b9411f4c2bcc3324069a632b"},"schema_version":"1.0","source":{"id":"2405.16476","kind":"arxiv","version":1}},"canonical_sha256":"26db135ed52775ec32f039a8cbf9dd37486eddb422bf97e11f075fe2cd803b2c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"26db135ed52775ec32f039a8cbf9dd37486eddb422bf97e11f075fe2cd803b2c","first_computed_at":"2026-07-05T09:15:32.744823Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:15:32.744823Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"V1R3QBJmuKXP8XD9U/yeIgMEArmPsK/rsiNqQRblwkV5spL1bZ+Vp1xFFi4HBibO2LJb5QrebFFKxojaDNw1Cg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:15:32.745476Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.16476","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0209724e83f9f9b03a9c6e7c2ae270aada2743d12ab98a340b8a0c03e90ba22b","sha256:cc8ce0cff3901f18ddb882b739cc91e2d339e8bb80eb5a2ef94bfe944b2b2127"],"state_sha256":"4ae87d68e0b71c70a20139bd2d01a2442be1d0610c28dd46a37efbe81d76116d"}