{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:5L6WSA75ZGYFFJ2AB2RSL6OAWY","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":"4eed9c931eb32c27e6622022b2e359daf530f9ea223b49aecf865e54576e6774","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2025-09-10T10:50:14Z","title_canon_sha256":"c44e93000dc79e6d566d7a5526923c04e2c5d05feb56ab5a244ef5be87d9a47b"},"schema_version":"1.0","source":{"id":"2509.08485","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2509.08485","created_at":"2026-07-05T12:08:30Z"},{"alias_kind":"arxiv_version","alias_value":"2509.08485v1","created_at":"2026-07-05T12:08:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2509.08485","created_at":"2026-07-05T12:08:30Z"},{"alias_kind":"pith_short_12","alias_value":"5L6WSA75ZGYF","created_at":"2026-07-05T12:08:30Z"},{"alias_kind":"pith_short_16","alias_value":"5L6WSA75ZGYFFJ2A","created_at":"2026-07-05T12:08:30Z"},{"alias_kind":"pith_short_8","alias_value":"5L6WSA75","created_at":"2026-07-05T12:08:30Z"}],"graph_snapshots":[{"event_id":"sha256:df3a3764ec8ebaf456d0ab323f4f351e4f14971275b1f0449d6305a66238768d","target":"graph","created_at":"2026-07-05T12:08:30Z","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/2509.08485/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The majority of consumer IoT devices lack mechanisms for administrators to monitor and control them, hindering tailored security policies. A key challenge is identifying whether a new device, especially a streaming IoT camera, has joined the network. We present zCamInspector, a system for identifying known IoT cameras with supervised classifiers (zCamClassifier) and detecting zero-day cameras with one-class classifiers (zCamDetector). We analyzed ~40GB of traffic across three datasets: Set I (six commercial IoT cameras), Set II (five open-source IoT cameras, ~1.5GB), and Set III (four conferen","authors_text":"Priyanka Rushikesh Chaudhary, Rajib Ranjan Maiti","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2025-09-10T10:50:14Z","title":"Flow-Based Detection and Identification of Zero-Day IoT Cameras"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2509.08485","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:c36f33b620f515a9b4b4f611e79cc4541de836e561a2ea2232810d3120f31ead","target":"record","created_at":"2026-07-05T12:08:30Z","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":"4eed9c931eb32c27e6622022b2e359daf530f9ea223b49aecf865e54576e6774","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2025-09-10T10:50:14Z","title_canon_sha256":"c44e93000dc79e6d566d7a5526923c04e2c5d05feb56ab5a244ef5be87d9a47b"},"schema_version":"1.0","source":{"id":"2509.08485","kind":"arxiv","version":1}},"canonical_sha256":"eafd6903fdc9b052a7400ea325f9c0b63949fc9a285a64d15ce56c3324e0646c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"eafd6903fdc9b052a7400ea325f9c0b63949fc9a285a64d15ce56c3324e0646c","first_computed_at":"2026-07-05T12:08:30.818180Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:08:30.818180Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"S8HT2Qv7T73O8E6mJtgLDl0kcXg99eI98JqThTBZPG2csEZJtLVkPjF+G8NMZqI5nLBJXEcOzSN5CzS01xcJCg==","signature_status":"signed_v1","signed_at":"2026-07-05T12:08:30.818668Z","signed_message":"canonical_sha256_bytes"},"source_id":"2509.08485","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c36f33b620f515a9b4b4f611e79cc4541de836e561a2ea2232810d3120f31ead","sha256:df3a3764ec8ebaf456d0ab323f4f351e4f14971275b1f0449d6305a66238768d"],"state_sha256":"c877ac4d7d4c5cf7a98b49da9cefc7545e83214b271f76b14e53fad254624b8c"}