{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:B5CIUJHB6CN3FO63JLBVSR7IDG","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":"5061c915845e6b072ced17d5775b165c50649dc562b939532b0cf8c83aca4c45","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-05-09T22:19:40Z","title_canon_sha256":"882fe5241299f3a37da5305d37a1185b09c8c8179056fed03f0409e2ce30ce31"},"schema_version":"1.0","source":{"id":"2405.06128","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.06128","created_at":"2026-07-05T08:17:35Z"},{"alias_kind":"arxiv_version","alias_value":"2405.06128v1","created_at":"2026-07-05T08:17:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.06128","created_at":"2026-07-05T08:17:35Z"},{"alias_kind":"pith_short_12","alias_value":"B5CIUJHB6CN3","created_at":"2026-07-05T08:17:35Z"},{"alias_kind":"pith_short_16","alias_value":"B5CIUJHB6CN3FO63","created_at":"2026-07-05T08:17:35Z"},{"alias_kind":"pith_short_8","alias_value":"B5CIUJHB","created_at":"2026-07-05T08:17:35Z"}],"graph_snapshots":[{"event_id":"sha256:dc87d2bbf873a33977ad7fae7c17b2a0dceb827c38e7e9977843d3bcbb3912ca","target":"graph","created_at":"2026-07-05T08:17:35Z","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/2405.06128/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Due to the rise in video content creation targeted towards children, there is a need for robust content moderation schemes for video hosting platforms. A video that is visually benign may include audio content that is inappropriate for young children while being impossible to detect with a unimodal content moderation system. Popular video hosting platforms for children such as YouTube Kids still publish videos which contain audio content that is not conducive to a child's healthy behavioral and physical development. A robust classification of malicious videos requires audio representations in ","authors_text":"Gita Sukthankar, Muhammad Junaid Khan, Syed Hammad Ahmed","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-05-09T22:19:40Z","title":"Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.06128","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":"sha256:576feddfb35e660872552f9c4b9f9d4ef3fa60d786fb62420a02dc4c2e45284a","target":"record","created_at":"2026-07-05T08:17:35Z","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":"5061c915845e6b072ced17d5775b165c50649dc562b939532b0cf8c83aca4c45","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-05-09T22:19:40Z","title_canon_sha256":"882fe5241299f3a37da5305d37a1185b09c8c8179056fed03f0409e2ce30ce31"},"schema_version":"1.0","source":{"id":"2405.06128","kind":"arxiv","version":1}},"canonical_sha256":"0f448a24e1f09bb2bbdb4ac35947e819834a3b262ba3f2ce0e5c95426579354e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0f448a24e1f09bb2bbdb4ac35947e819834a3b262ba3f2ce0e5c95426579354e","first_computed_at":"2026-07-05T08:17:35.952226Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:17:35.952226Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xbA0RBAwTPzZg8oCkR+t188IhSS2Kjc4wthEqZ4zWihWe/5eJ2giDFMy3oxezd+510Q5LIsWbGxWKCfS2OuTCg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:17:35.952710Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.06128","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:576feddfb35e660872552f9c4b9f9d4ef3fa60d786fb62420a02dc4c2e45284a","sha256:dc87d2bbf873a33977ad7fae7c17b2a0dceb827c38e7e9977843d3bcbb3912ca"],"state_sha256":"9e2af924885c96d625c37bfb071a22a98b08c0cce423dfa9db2bfb08e34073d4"}