{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:37ZIOWENAE2D2RZD74JUWN22LV","merge_version":"pith-open-graph-merge-v1","event_count":4,"valid_event_count":4,"invalid_event_count":0,"equivocation_count":1,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"9aae62ea1c00dcde70fcb1fddd525abfa9aaead5995ccb9af709de7d934c8efe","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-28T16:45:52Z","title_canon_sha256":"64007cedd9f9cfb7344f247642168ff6e3473cd0406bac870565277682516dc9"},"schema_version":"1.0","source":{"id":"2607.25962","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.25962","created_at":"2026-07-29T01:26:13Z"},{"alias_kind":"arxiv_version","alias_value":"2607.25962v1","created_at":"2026-07-29T01:26:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.25962","created_at":"2026-07-29T01:26:13Z"},{"alias_kind":"pith_short_12","alias_value":"37ZIOWENAE2D","created_at":"2026-07-29T01:26:13Z"},{"alias_kind":"pith_short_16","alias_value":"37ZIOWENAE2D2RZD","created_at":"2026-07-29T01:26:13Z"},{"alias_kind":"pith_short_8","alias_value":"37ZIOWEN","created_at":"2026-07-29T01:26:13Z"}],"graph_snapshots":[{"event_id":"sha256:d64544fd7f5ff8ea75777a05124e0446b49e43dd575a9942aaebef23822feb89","target":"graph","created_at":"2026-07-29T01:26:13Z","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/2607.25962/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent generative models can produce images with few obvious visual artifacts, weakening detectors and explanations that rely only on surface appearance. We present LaP-Forensics, a multimodal framework that augments RGB semantics with reconstruction-based forensic evidence. A frozen Stable Diffusion DDIM inversion-reconstruction model provides a fixed reconstruction reference, and its residual map measures local compatibility with that reference. Independent projectors encode the RGB image and residual map before a structured Where-What-Why model predicts a textual analysis and an artifact ma","authors_text":"Canran Xiao, Can Wang, Fei Shen, Yuhao Wang, Yushe Cao","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-28T16:45:52Z","title":"LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.25962","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":"sha256:573a8398eeac1fc09e1039801a88aff75181c958ba475b81536625b155fd4863","target":"record","created_at":"2026-07-29T01:26:13Z","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":"9aae62ea1c00dcde70fcb1fddd525abfa9aaead5995ccb9af709de7d934c8efe","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-28T16:45:52Z","title_canon_sha256":"64007cedd9f9cfb7344f247642168ff6e3473cd0406bac870565277682516dc9"},"schema_version":"1.0","source":{"id":"2607.25962","kind":"arxiv","version":1}},"canonical_sha256":"dff287588d01343d4723ff134b375a5d79c35370d4d4696dd5f16a11fef12b7b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dff287588d01343d4723ff134b375a5d79c35370d4d4696dd5f16a11fef12b7b","first_computed_at":"2026-07-29T01:26:13.269812Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-29T01:26:13.269812Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"bndprwSvJnlS9obEmfAnd/AV+m2VqE7RUSA7Crebj/t6bdwuP5fI7RlSRuFaqRRUEs+0/FtRqJGSfiIsr8wwAQ==","signature_status":"signed_v1","signed_at":"2026-07-29T01:26:13.270645Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.25962","source_kind":"arxiv","source_version":1}}},"equivocations":[{"signer_id":"pith.science","event_type":"integrity_finding","target":"integrity","event_ids":["sha256:ce21a9d5cf3f6c9bf9ea0f40a0aed3796a8a93c770e9aae8294e7a3d06e0c474","sha256:dcf72739510df9c70e8def24e6b0e2e366922d1c3358f6fd2754e866611b4501"]}],"invalid_events":[],"applied_event_ids":["sha256:573a8398eeac1fc09e1039801a88aff75181c958ba475b81536625b155fd4863","sha256:d64544fd7f5ff8ea75777a05124e0446b49e43dd575a9942aaebef23822feb89"],"state_sha256":"7b3c103ee0086643e1f70785b96163ed8cfbbd235c70f4632daa6c8987467966"}