{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:NQHTKFEVKFORXOL72OPVVSYFFV","short_pith_number":"pith:NQHTKFEV","canonical_record":{"source":{"id":"2508.01605","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-08-03T05:42:20Z","cross_cats_sorted":[],"title_canon_sha256":"3f30a317b7f1e419f7f738fb62df70a99d5217b9846f3483861ba493a49ae3fd","abstract_canon_sha256":"d233bc8fcef36e896db609e92e279d4c713fa1e26f74459d0c024336aa23e871"},"schema_version":"1.0"},"canonical_sha256":"6c0f351495515d1bb97fd39f5acb052d47c3f5616fb06457120079b63ab8903b","source":{"kind":"arxiv","id":"2508.01605","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.01605","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"arxiv_version","alias_value":"2508.01605v1","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.01605","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"pith_short_12","alias_value":"NQHTKFEVKFOR","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"pith_short_16","alias_value":"NQHTKFEVKFORXOL7","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"pith_short_8","alias_value":"NQHTKFEV","created_at":"2026-07-05T11:47:42Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:NQHTKFEVKFORXOL72OPVVSYFFV","target":"record","payload":{"canonical_record":{"source":{"id":"2508.01605","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-08-03T05:42:20Z","cross_cats_sorted":[],"title_canon_sha256":"3f30a317b7f1e419f7f738fb62df70a99d5217b9846f3483861ba493a49ae3fd","abstract_canon_sha256":"d233bc8fcef36e896db609e92e279d4c713fa1e26f74459d0c024336aa23e871"},"schema_version":"1.0"},"canonical_sha256":"6c0f351495515d1bb97fd39f5acb052d47c3f5616fb06457120079b63ab8903b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:47:42.126179Z","signature_b64":"/1G/21yLC6mTGl9YdoGAUl+pT/saVtgbaDMl8lS5s7nB1KabmsdUUUTG8UJehXtx2gG9qnDCKYm2fm1qjfYVDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6c0f351495515d1bb97fd39f5acb052d47c3f5616fb06457120079b63ab8903b","last_reissued_at":"2026-07-05T11:47:42.125659Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:47:42.125659Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.01605","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":"2026-07-05T11:47:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8bmTu/LkeVadTYViC82sjwDNcoL+LPZqkxAMvK/W6+ToMwUlMBLOfPXQ+MnXiKW88YqtUPn+q4lvtu5cwdkVCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T12:58:26.499425Z"},"content_sha256":"c7b816f4d06409379197f455c9dcb14120ffba8a3b1006ef0c7ce2d960e856cd","schema_version":"1.0","event_id":"sha256:c7b816f4d06409379197f455c9dcb14120ffba8a3b1006ef0c7ce2d960e856cd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:NQHTKFEVKFORXOL72OPVVSYFFV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CR","authors_text":"Binghui Wang, Haoran Dai, Jiawen Wang, Manali Sharma, Ruo Yang, Yuan Hong, Zhonghao Liao","submitted_at":"2025-08-03T05:42:20Z","abstract_excerpt":"Text-to-image diffusion models (T2I DMs) have achieved remarkable success in generating high-quality and diverse images from text prompts, yet recent studies have revealed their vulnerability to backdoor attacks. Existing attack methods suffer from critical limitations: 1) they rely on unnatural adversarial prompts that lack human readability and require massive poisoned data; 2) their effectiveness is typically restricted to specific models, lacking generalizability; and 3) they can be mitigated by recent backdoor defenses.\n  To overcome these challenges, we propose a novel backdoor attack fr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.01605","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/2508.01605/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":"2026-07-05T11:47:42Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rkLwkKsDV5GfdE6md2t6StNuR/bAuJIHvOkK8wRoYokpQKQxrpl5lyTwZOGnAoak3j84F7i3g08bOD9ikVw4Cw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T12:58:26.500191Z"},"content_sha256":"a2843fab67ab2b6c869fcf5090a78b919e3d59686106fe3c2a16bd6b92df331b","schema_version":"1.0","event_id":"sha256:a2843fab67ab2b6c869fcf5090a78b919e3d59686106fe3c2a16bd6b92df331b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/NQHTKFEVKFORXOL72OPVVSYFFV/bundle.json","state_url":"https://pith.science/pith/NQHTKFEVKFORXOL72OPVVSYFFV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/NQHTKFEVKFORXOL72OPVVSYFFV/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":"2026-08-06T12:58:26Z","links":{"resolver":"https://pith.science/pith/NQHTKFEVKFORXOL72OPVVSYFFV","bundle":"https://pith.science/pith/NQHTKFEVKFORXOL72OPVVSYFFV/bundle.json","state":"https://pith.science/pith/NQHTKFEVKFORXOL72OPVVSYFFV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/NQHTKFEVKFORXOL72OPVVSYFFV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:NQHTKFEVKFORXOL72OPVVSYFFV","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":"d233bc8fcef36e896db609e92e279d4c713fa1e26f74459d0c024336aa23e871","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-08-03T05:42:20Z","title_canon_sha256":"3f30a317b7f1e419f7f738fb62df70a99d5217b9846f3483861ba493a49ae3fd"},"schema_version":"1.0","source":{"id":"2508.01605","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.01605","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"arxiv_version","alias_value":"2508.01605v1","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.01605","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"pith_short_12","alias_value":"NQHTKFEVKFOR","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"pith_short_16","alias_value":"NQHTKFEVKFORXOL7","created_at":"2026-07-05T11:47:42Z"},{"alias_kind":"pith_short_8","alias_value":"NQHTKFEV","created_at":"2026-07-05T11:47:42Z"}],"graph_snapshots":[{"event_id":"sha256:a2843fab67ab2b6c869fcf5090a78b919e3d59686106fe3c2a16bd6b92df331b","target":"graph","created_at":"2026-07-05T11:47:42Z","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/2508.01605/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Text-to-image diffusion models (T2I DMs) have achieved remarkable success in generating high-quality and diverse images from text prompts, yet recent studies have revealed their vulnerability to backdoor attacks. Existing attack methods suffer from critical limitations: 1) they rely on unnatural adversarial prompts that lack human readability and require massive poisoned data; 2) their effectiveness is typically restricted to specific models, lacking generalizability; and 3) they can be mitigated by recent backdoor defenses.\n  To overcome these challenges, we propose a novel backdoor attack fr","authors_text":"Binghui Wang, Haoran Dai, Jiawen Wang, Manali Sharma, Ruo Yang, Yuan Hong, Zhonghao Liao","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-08-03T05:42:20Z","title":"Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.01605","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:c7b816f4d06409379197f455c9dcb14120ffba8a3b1006ef0c7ce2d960e856cd","target":"record","created_at":"2026-07-05T11:47:42Z","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":"d233bc8fcef36e896db609e92e279d4c713fa1e26f74459d0c024336aa23e871","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CR","submitted_at":"2025-08-03T05:42:20Z","title_canon_sha256":"3f30a317b7f1e419f7f738fb62df70a99d5217b9846f3483861ba493a49ae3fd"},"schema_version":"1.0","source":{"id":"2508.01605","kind":"arxiv","version":1}},"canonical_sha256":"6c0f351495515d1bb97fd39f5acb052d47c3f5616fb06457120079b63ab8903b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6c0f351495515d1bb97fd39f5acb052d47c3f5616fb06457120079b63ab8903b","first_computed_at":"2026-07-05T11:47:42.125659Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:47:42.125659Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/1G/21yLC6mTGl9YdoGAUl+pT/saVtgbaDMl8lS5s7nB1KabmsdUUUTG8UJehXtx2gG9qnDCKYm2fm1qjfYVDw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:47:42.126179Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.01605","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c7b816f4d06409379197f455c9dcb14120ffba8a3b1006ef0c7ce2d960e856cd","sha256:a2843fab67ab2b6c869fcf5090a78b919e3d59686106fe3c2a16bd6b92df331b"],"state_sha256":"a2c55c681978a1c753fd773be3a07273d649269e47c92dd3e5be5813bd86ea89"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zyAbXlRES2SE0ij0UzFIt7qALKX9/itnSjn4y49x7LDJu0a101spvDQBhCKvl593u5OawBWt+MiHZctOLajhCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T12:58:26.504006Z","bundle_sha256":"ca69b950ff7c986ab3f5ebf4b452a09298b2423fc5d2bdfb6e499c1f5bb4c624"}}