{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:XKTOMCLUGZXUSP43UWRCOMANPU","short_pith_number":"pith:XKTOMCLU","canonical_record":{"source":{"id":"2412.03809","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-05T02:05:33Z","cross_cats_sorted":[],"title_canon_sha256":"80185f480af1e03e7d1105f0250b0b1a7038600039701b3b5fc489e2c9a633d1","abstract_canon_sha256":"194f01144cc4f0118e94e7ac85d3ec1f28a1d50cb2d86b888839b476155462c8"},"schema_version":"1.0"},"canonical_sha256":"baa6e60974366f493f9ba5a227300d7d07d00dec4bacde8b31960d5a1e2215b1","source":{"kind":"arxiv","id":"2412.03809","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.03809","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"arxiv_version","alias_value":"2412.03809v1","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.03809","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"pith_short_12","alias_value":"XKTOMCLUGZXU","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"pith_short_16","alias_value":"XKTOMCLUGZXUSP43","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"pith_short_8","alias_value":"XKTOMCLU","created_at":"2026-07-05T09:44:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:XKTOMCLUGZXUSP43UWRCOMANPU","target":"record","payload":{"canonical_record":{"source":{"id":"2412.03809","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-05T02:05:33Z","cross_cats_sorted":[],"title_canon_sha256":"80185f480af1e03e7d1105f0250b0b1a7038600039701b3b5fc489e2c9a633d1","abstract_canon_sha256":"194f01144cc4f0118e94e7ac85d3ec1f28a1d50cb2d86b888839b476155462c8"},"schema_version":"1.0"},"canonical_sha256":"baa6e60974366f493f9ba5a227300d7d07d00dec4bacde8b31960d5a1e2215b1","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:44:41.642866Z","signature_b64":"H5ZyuXGo4MJCaMiGqQFcnUQLIpCniP32zeBnmxVRiBdDyoGBJUaXVIb7825upDto2xvPjW3Y10mIdzhiy0wECw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"baa6e60974366f493f9ba5a227300d7d07d00dec4bacde8b31960d5a1e2215b1","last_reissued_at":"2026-07-05T09:44:41.642373Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:44:41.642373Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.03809","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:44:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wUyotezYHvQTjnmhE+ypPDlpw3gExGGN2dVE1tLJpcmzH7u3WK/cNupj3p05mCcIMlDlNi+VrhOz6+miSa/ECw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:07:08.420602Z"},"content_sha256":"ff7b359d85a770c648b292fd98476684dadea744bd49ee1e845cf34bcf8675a5","schema_version":"1.0","event_id":"sha256:ff7b359d85a770c648b292fd98476684dadea744bd49ee1e845cf34bcf8675a5"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:XKTOMCLUGZXUSP43UWRCOMANPU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Anh Tran, Khoi Nguyen, Preston K Robinette, Quang Nguyen, Taylor T Johnson, Tom Goldstein, Trong-Tung Nguyen, Truong Vu, Yuxin Wen","submitted_at":"2024-12-05T02:05:33Z","abstract_excerpt":"Image editing technologies are tools used to transform, adjust, remove, or otherwise alter images. Recent research has significantly improved the capabilities of image editing tools, enabling the creation of photorealistic and semantically informed forged regions that are nearly indistinguishable from authentic imagery, presenting new challenges in digital forensics and media credibility. While current image forensic techniques are adept at localizing forged regions produced by traditional image manipulation methods, current capabilities struggle to localize regions created by diffusion-based "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.03809","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2412.03809/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:44:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"B6QzMa4h77iT6juIIzx2q6LCOeT+60XBrnvhW+Tgmbo/ThhB9nQpdPthrbwoeGHDgVcDExg0zL6yAg9qThQRDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T10:07:08.421525Z"},"content_sha256":"6815dde3ac3457d946dc7967bc201d6e3f380475cafac2f44cdc89a39893cdf8","schema_version":"1.0","event_id":"sha256:6815dde3ac3457d946dc7967bc201d6e3f380475cafac2f44cdc89a39893cdf8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XKTOMCLUGZXUSP43UWRCOMANPU/bundle.json","state_url":"https://pith.science/pith/XKTOMCLUGZXUSP43UWRCOMANPU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XKTOMCLUGZXUSP43UWRCOMANPU/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-09T10:07:08Z","links":{"resolver":"https://pith.science/pith/XKTOMCLUGZXUSP43UWRCOMANPU","bundle":"https://pith.science/pith/XKTOMCLUGZXUSP43UWRCOMANPU/bundle.json","state":"https://pith.science/pith/XKTOMCLUGZXUSP43UWRCOMANPU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XKTOMCLUGZXUSP43UWRCOMANPU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:XKTOMCLUGZXUSP43UWRCOMANPU","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":"194f01144cc4f0118e94e7ac85d3ec1f28a1d50cb2d86b888839b476155462c8","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-05T02:05:33Z","title_canon_sha256":"80185f480af1e03e7d1105f0250b0b1a7038600039701b3b5fc489e2c9a633d1"},"schema_version":"1.0","source":{"id":"2412.03809","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.03809","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"arxiv_version","alias_value":"2412.03809v1","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.03809","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"pith_short_12","alias_value":"XKTOMCLUGZXU","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"pith_short_16","alias_value":"XKTOMCLUGZXUSP43","created_at":"2026-07-05T09:44:41Z"},{"alias_kind":"pith_short_8","alias_value":"XKTOMCLU","created_at":"2026-07-05T09:44:41Z"}],"graph_snapshots":[{"event_id":"sha256:6815dde3ac3457d946dc7967bc201d6e3f380475cafac2f44cdc89a39893cdf8","target":"graph","created_at":"2026-07-05T09:44:41Z","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/2412.03809/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Image editing technologies are tools used to transform, adjust, remove, or otherwise alter images. Recent research has significantly improved the capabilities of image editing tools, enabling the creation of photorealistic and semantically informed forged regions that are nearly indistinguishable from authentic imagery, presenting new challenges in digital forensics and media credibility. While current image forensic techniques are adept at localizing forged regions produced by traditional image manipulation methods, current capabilities struggle to localize regions created by diffusion-based ","authors_text":"Anh Tran, Khoi Nguyen, Preston K Robinette, Quang Nguyen, Taylor T Johnson, Tom Goldstein, Trong-Tung Nguyen, Truong Vu, Yuxin Wen","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-05T02:05:33Z","title":"EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.03809","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:ff7b359d85a770c648b292fd98476684dadea744bd49ee1e845cf34bcf8675a5","target":"record","created_at":"2026-07-05T09:44:41Z","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":"194f01144cc4f0118e94e7ac85d3ec1f28a1d50cb2d86b888839b476155462c8","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-05T02:05:33Z","title_canon_sha256":"80185f480af1e03e7d1105f0250b0b1a7038600039701b3b5fc489e2c9a633d1"},"schema_version":"1.0","source":{"id":"2412.03809","kind":"arxiv","version":1}},"canonical_sha256":"baa6e60974366f493f9ba5a227300d7d07d00dec4bacde8b31960d5a1e2215b1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"baa6e60974366f493f9ba5a227300d7d07d00dec4bacde8b31960d5a1e2215b1","first_computed_at":"2026-07-05T09:44:41.642373Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:44:41.642373Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"H5ZyuXGo4MJCaMiGqQFcnUQLIpCniP32zeBnmxVRiBdDyoGBJUaXVIb7825upDto2xvPjW3Y10mIdzhiy0wECw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:44:41.642866Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.03809","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ff7b359d85a770c648b292fd98476684dadea744bd49ee1e845cf34bcf8675a5","sha256:6815dde3ac3457d946dc7967bc201d6e3f380475cafac2f44cdc89a39893cdf8"],"state_sha256":"0b829fbc5aa15357d78681c831a039135aab76ba8e521753c2beac2f651c42f3"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Mpw8ZZRHD8Bi0lxsmFpUXPNfQyd4p3rkMFTp3Zn4GQoQi6J5lBpIjpBffYFacvmCMx8JOm2zuktsxQVNMDvnAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T10:07:08.427977Z","bundle_sha256":"d424ebb26755c6c528c90d90185d8f296b9ffa09400d5c87c8e7023c3dc52ab4"}}