{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:CYWMKAK4BBKCFX3BUJDNO2CSNV","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":"5d6a3b3952f1ce8ba0db610ba8afd947689259230b4d7da0f82aa87c12734c40","cross_cats_sorted":["cs.AI","cs.CL","cs.CV","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2023-05-23T02:44:15Z","title_canon_sha256":"7f35a2d60f46ecc8b36961e998154f334de33dc7ee2efc026a5094522cea0a4d"},"schema_version":"1.0","source":{"id":"2305.13623","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.13623","created_at":"2026-07-05T06:12:55Z"},{"alias_kind":"arxiv_version","alias_value":"2305.13623v1","created_at":"2026-07-05T06:12:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.13623","created_at":"2026-07-05T06:12:55Z"},{"alias_kind":"pith_short_12","alias_value":"CYWMKAK4BBKC","created_at":"2026-07-05T06:12:55Z"},{"alias_kind":"pith_short_16","alias_value":"CYWMKAK4BBKCFX3B","created_at":"2026-07-05T06:12:55Z"},{"alias_kind":"pith_short_8","alias_value":"CYWMKAK4","created_at":"2026-07-05T06:12:55Z"}],"graph_snapshots":[{"event_id":"sha256:7aaff4e2c3c7c450070db483cac5820a2dcd98e1ada0c1813822880461dbc978","target":"graph","created_at":"2026-07-05T06:12:55Z","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/2305.13623/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The exponential growth of social media platforms, such as Facebook and TikTok, has revolutionized communication and content publication in human society. Users on these platforms can publish multimedia content that delivers information via the combination of text, audio, images, and video. Meanwhile, the multimedia content release facility has been increasingly exploited to propagate toxic content, such as hate speech, malicious advertisements, and pornography. To this end, content moderation software has been widely deployed on these platforms to detect and blocks toxic content. However, due ","authors_text":"Chang Chen, Jianping Zhang, Jiazhen Gu, Jingyuan Huang, Michael Lyu, Pinjia He, Weibin Wu, Wenxuan Wang","cross_cats":["cs.AI","cs.CL","cs.CV","cs.MM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2023-05-23T02:44:15Z","title":"Validating Multimedia Content Moderation Software via Semantic Fusion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.13623","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":"sha256:6f800728b2d298f7bb5606deeeadc37a070f06d998455fedd78058c1e68bab7d","target":"record","created_at":"2026-07-05T06:12:55Z","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":"5d6a3b3952f1ce8ba0db610ba8afd947689259230b4d7da0f82aa87c12734c40","cross_cats_sorted":["cs.AI","cs.CL","cs.CV","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2023-05-23T02:44:15Z","title_canon_sha256":"7f35a2d60f46ecc8b36961e998154f334de33dc7ee2efc026a5094522cea0a4d"},"schema_version":"1.0","source":{"id":"2305.13623","kind":"arxiv","version":1}},"canonical_sha256":"162cc5015c085422df61a246d768526d624d1957712de70e956d108c75a15d19","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"162cc5015c085422df61a246d768526d624d1957712de70e956d108c75a15d19","first_computed_at":"2026-07-05T06:12:55.112606Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:12:55.112606Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"nYJqQuud3bI0OEFY6Gx3X/Wdd4IXYrSoAr2qZaSeZPbfV5/t1LLptIOOdvwDVdnbtfQyi6PXjA8Bn6dx/0HjCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T06:12:55.112996Z","signed_message":"canonical_sha256_bytes"},"source_id":"2305.13623","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6f800728b2d298f7bb5606deeeadc37a070f06d998455fedd78058c1e68bab7d","sha256:7aaff4e2c3c7c450070db483cac5820a2dcd98e1ada0c1813822880461dbc978"],"state_sha256":"6bec10d261fa6d49dc7a7e59820da597b6e1046bc29cae079ec3886350cbffbb"}