{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:2YA5IFRUHOM3P3X7AYYYAGWUHV","short_pith_number":"pith:2YA5IFRU","canonical_record":{"source":{"id":"2404.06737","kind":"arxiv","version":4},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-04-10T04:55:57Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"0e2f5d35b3084707f736fad7926078b6d33549d62d176d475ef0b17ce6a5c27d","abstract_canon_sha256":"af0379e87691db3ed487501c50d734529dc12ce392809e0692fd2cff3e471569"},"schema_version":"1.0"},"canonical_sha256":"d601d416343b99b7eeff0631801ad43d5f5d2940e918c4de47a10cebc3db9b3d","source":{"kind":"arxiv","id":"2404.06737","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.06737","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"arxiv_version","alias_value":"2404.06737v4","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.06737","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"pith_short_12","alias_value":"2YA5IFRUHOM3","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"pith_short_16","alias_value":"2YA5IFRUHOM3P3X7","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"pith_short_8","alias_value":"2YA5IFRU","created_at":"2026-07-05T08:26:44Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:2YA5IFRUHOM3P3X7AYYYAGWUHV","target":"record","payload":{"canonical_record":{"source":{"id":"2404.06737","kind":"arxiv","version":4},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-04-10T04:55:57Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"0e2f5d35b3084707f736fad7926078b6d33549d62d176d475ef0b17ce6a5c27d","abstract_canon_sha256":"af0379e87691db3ed487501c50d734529dc12ce392809e0692fd2cff3e471569"},"schema_version":"1.0"},"canonical_sha256":"d601d416343b99b7eeff0631801ad43d5f5d2940e918c4de47a10cebc3db9b3d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:26:44.271918Z","signature_b64":"hNN3OEg+6aU+wIAMFhl9pmBNtKcEiW/UCNV3Yyvjj0V8OGRfaG09mreo+tD0XGm3jXlHs3bs66VyEo9rUh6IDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d601d416343b99b7eeff0631801ad43d5f5d2940e918c4de47a10cebc3db9b3d","last_reissued_at":"2026-07-05T08:26:44.271439Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:26:44.271439Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2404.06737","source_version":4,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:26:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZIBo8KWwDY6S9Gnyfqa2TXReiSe0eaXUbFNl1P6SLVsrFyHAyuSc78B3hYeTtL8XX41x3GU/UD1/sMct+5dsDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T17:39:08.637669Z"},"content_sha256":"be72f5fa527091154cd987117f1939055d332e0a5b37d0ad05d88e1f2bc17cfd","schema_version":"1.0","event_id":"sha256:be72f5fa527091154cd987117f1939055d332e0a5b37d0ad05d88e1f2bc17cfd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:2YA5IFRUHOM3P3X7AYYYAGWUHV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Disguised Copyright Infringement of Latent Diffusion Models","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.LG","authors_text":"Gautam Kamath, Matthew Y.R. Yang, Yaoliang Yu, Yiwei Lu, Zuoqiu Liu","submitted_at":"2024-04-10T04:55:57Z","abstract_excerpt":"Copyright infringement may occur when a generative model produces samples substantially similar to some copyrighted data that it had access to during the training phase. The notion of access usually refers to including copyrighted samples directly in the training dataset, which one may inspect to identify an infringement. We argue that such visual auditing largely overlooks a concealed copyright infringement, where one constructs a disguise that looks drastically different from the copyrighted sample yet still induces the effect of training Latent Diffusion Models on it. Such disguises only re"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.06737","kind":"arxiv","version":4},"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/2404.06737/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":"2026-07-05T08:26:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0jW+3cIbfHXfUF9hXX9wr1KVPWO1kC+6soxHS1A/QS576pBJgLzOdsIxN/pydEvJtJ9XQkPfG5p4JSlFQ8+IAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-14T17:39:08.638160Z"},"content_sha256":"34662f93749641efabde2c38d0cd51463ca3b272c616bac61ce2021718ce940f","schema_version":"1.0","event_id":"sha256:34662f93749641efabde2c38d0cd51463ca3b272c616bac61ce2021718ce940f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2YA5IFRUHOM3P3X7AYYYAGWUHV/bundle.json","state_url":"https://pith.science/pith/2YA5IFRUHOM3P3X7AYYYAGWUHV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2YA5IFRUHOM3P3X7AYYYAGWUHV/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":"2026-08-14T17:39:08Z","links":{"resolver":"https://pith.science/pith/2YA5IFRUHOM3P3X7AYYYAGWUHV","bundle":"https://pith.science/pith/2YA5IFRUHOM3P3X7AYYYAGWUHV/bundle.json","state":"https://pith.science/pith/2YA5IFRUHOM3P3X7AYYYAGWUHV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2YA5IFRUHOM3P3X7AYYYAGWUHV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2YA5IFRUHOM3P3X7AYYYAGWUHV","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":"af0379e87691db3ed487501c50d734529dc12ce392809e0692fd2cff3e471569","cross_cats_sorted":["cs.CR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-04-10T04:55:57Z","title_canon_sha256":"0e2f5d35b3084707f736fad7926078b6d33549d62d176d475ef0b17ce6a5c27d"},"schema_version":"1.0","source":{"id":"2404.06737","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.06737","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"arxiv_version","alias_value":"2404.06737v4","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.06737","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"pith_short_12","alias_value":"2YA5IFRUHOM3","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"pith_short_16","alias_value":"2YA5IFRUHOM3P3X7","created_at":"2026-07-05T08:26:44Z"},{"alias_kind":"pith_short_8","alias_value":"2YA5IFRU","created_at":"2026-07-05T08:26:44Z"}],"graph_snapshots":[{"event_id":"sha256:34662f93749641efabde2c38d0cd51463ca3b272c616bac61ce2021718ce940f","target":"graph","created_at":"2026-07-05T08:26:44Z","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/2404.06737/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Copyright infringement may occur when a generative model produces samples substantially similar to some copyrighted data that it had access to during the training phase. The notion of access usually refers to including copyrighted samples directly in the training dataset, which one may inspect to identify an infringement. We argue that such visual auditing largely overlooks a concealed copyright infringement, where one constructs a disguise that looks drastically different from the copyrighted sample yet still induces the effect of training Latent Diffusion Models on it. Such disguises only re","authors_text":"Gautam Kamath, Matthew Y.R. Yang, Yaoliang Yu, Yiwei Lu, Zuoqiu Liu","cross_cats":["cs.CR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-04-10T04:55:57Z","title":"Disguised Copyright Infringement of Latent Diffusion Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.06737","kind":"arxiv","version":4},"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:be72f5fa527091154cd987117f1939055d332e0a5b37d0ad05d88e1f2bc17cfd","target":"record","created_at":"2026-07-05T08:26:44Z","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":"af0379e87691db3ed487501c50d734529dc12ce392809e0692fd2cff3e471569","cross_cats_sorted":["cs.CR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-04-10T04:55:57Z","title_canon_sha256":"0e2f5d35b3084707f736fad7926078b6d33549d62d176d475ef0b17ce6a5c27d"},"schema_version":"1.0","source":{"id":"2404.06737","kind":"arxiv","version":4}},"canonical_sha256":"d601d416343b99b7eeff0631801ad43d5f5d2940e918c4de47a10cebc3db9b3d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d601d416343b99b7eeff0631801ad43d5f5d2940e918c4de47a10cebc3db9b3d","first_computed_at":"2026-07-05T08:26:44.271439Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:26:44.271439Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hNN3OEg+6aU+wIAMFhl9pmBNtKcEiW/UCNV3Yyvjj0V8OGRfaG09mreo+tD0XGm3jXlHs3bs66VyEo9rUh6IDg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:26:44.271918Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.06737","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:be72f5fa527091154cd987117f1939055d332e0a5b37d0ad05d88e1f2bc17cfd","sha256:34662f93749641efabde2c38d0cd51463ca3b272c616bac61ce2021718ce940f"],"state_sha256":"9d446e920f7056f57444ebab5b1247ba04ed907955f0f99a8ae0e8db73518a23"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"u/W2SvfvqxwmQLPouRqhcfYha/w9Bthi9nPNuXoAFPkwG8sky+miZmo8LCm7oUbek/uwvid4026ZlBw34khPCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-14T17:39:08.659286Z","bundle_sha256":"a09fceb205b1ff3bc4730cc638b23b3620237193651faf70ecef87d7ab868da8"}}