{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:FT3MBZHZSO6JUGBDOD7QPNAH26","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":"6a41214a42492ee2b2ccde73295bb4d7a7724d0236aab902006152dcae33cefb","cross_cats_sorted":["cs.CR","cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2023-04-04T01:29:51Z","title_canon_sha256":"483c55574a11bf4284b63097ecfefd54e805e10dff894d4af5675e3a82b54dbd"},"schema_version":"1.0","source":{"id":"2304.01441","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.01441","created_at":"2026-07-05T05:57:40Z"},{"alias_kind":"arxiv_version","alias_value":"2304.01441v1","created_at":"2026-07-05T05:57:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.01441","created_at":"2026-07-05T05:57:40Z"},{"alias_kind":"pith_short_12","alias_value":"FT3MBZHZSO6J","created_at":"2026-07-05T05:57:40Z"},{"alias_kind":"pith_short_16","alias_value":"FT3MBZHZSO6JUGBD","created_at":"2026-07-05T05:57:40Z"},{"alias_kind":"pith_short_8","alias_value":"FT3MBZHZ","created_at":"2026-07-05T05:57:40Z"}],"graph_snapshots":[{"event_id":"sha256:244c6c8d0e781d969ab0227974599b8474187fece71401ce517d87934f7e557b","target":"graph","created_at":"2026-07-05T05:57:40Z","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/2304.01441/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Video compression plays a significant role in IoT devices for the efficient transport of visual data while satisfying all underlying bandwidth constraints. Deep learning-based video compression methods are rapidly replacing traditional algorithms and providing state-of-the-art results on edge devices. However, recently developed adversarial attacks demonstrate that digitally crafted perturbations can break the Rate-Distortion relationship of video compression. In this work, we present a real-world LED attack to target video compression frameworks. Our physically realizable attack, dubbed NetFl","authors_text":"Farinaz Koushanfar, Jung-Woo Chang, Mojan Javaheripi, Nojan Sheybani, Seira Hidano, Shehzeen Samarah Hussain","cross_cats":["cs.CR","cs.CV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2023-04-04T01:29:51Z","title":"NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.01441","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:e0c28a7f93e7e5306ecafd77f41af286b3f09e44a5fd70472e6a0469bcf3ad33","target":"record","created_at":"2026-07-05T05:57:40Z","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":"6a41214a42492ee2b2ccde73295bb4d7a7724d0236aab902006152dcae33cefb","cross_cats_sorted":["cs.CR","cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2023-04-04T01:29:51Z","title_canon_sha256":"483c55574a11bf4284b63097ecfefd54e805e10dff894d4af5675e3a82b54dbd"},"schema_version":"1.0","source":{"id":"2304.01441","kind":"arxiv","version":1}},"canonical_sha256":"2cf6c0e4f993bc9a182370ff07b407d7b74f1d613cc0cfafdccdbbbb53a9909d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2cf6c0e4f993bc9a182370ff07b407d7b74f1d613cc0cfafdccdbbbb53a9909d","first_computed_at":"2026-07-05T05:57:40.526047Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:57:40.526047Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"z7c9jiNLanItWJtN82Wl6VobjPa0ZvNY764/cSdBy6FoA+X72gC5eMbolcJuIuwNtn1PUuglVqERTjIjEE2aCw==","signature_status":"signed_v1","signed_at":"2026-07-05T05:57:40.526622Z","signed_message":"canonical_sha256_bytes"},"source_id":"2304.01441","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e0c28a7f93e7e5306ecafd77f41af286b3f09e44a5fd70472e6a0469bcf3ad33","sha256:244c6c8d0e781d969ab0227974599b8474187fece71401ce517d87934f7e557b"],"state_sha256":"726a223753d6957776fdae5f61caf3b3e3654b92af412bb4be25131ac0edc9e9"}