{"as_of":"2026-08-11T08:48:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:97e138c20a183719dc2dcfe3d2a6a0ceed3c4980d85338724898bbb0a8db64e6","coverage":[{"denominator":62,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":62,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-23T05:47:38.650729Z","state":"measured"},{"denominator":66,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":66,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:19:49.787939Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-05-16T09:10:47.387233Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.03544","snapshot_observed_at":"2026-08-07T14:19:49.787939Z","title":"Promptguard: Soft prompt-guided unsafe content moderation for text-to-image models,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.19398","last_updated":"2025-05-29T14:48:02Z","snapshot_observed_at":"2026-08-08T18:07:47.952265Z","submitted_at":"2025-05-26T01:24:34Z","title":"Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T14:19:49.787939Z"},"links":{"cited_paper":"/paper/2501.03544","citing_paper":"/paper/2505.19398"},"observation_digest":"sha256:7dbb9a3dc0826ba8a075ca8b739811afd3ebf61e9631c96a35d324d1a5a968d5","observation_id":"b1d6e574-8f83-4d08-b928-e2e245f2caff","resolution":{"observed_at":"2026-08-07T14:19:49.787939Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.03544","snapshot_observed_at":"2026-08-07T05:03:22.530957Z","title":"Promptguard: Soft prompt-guided unsafe content moderation for text- to-image models.arXiv preprint arXiv:2501.03544, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.08991","last_updated":"2025-06-10T17:02:36Z","snapshot_observed_at":"2026-08-10T02:06:50.453551Z","submitted_at":"2025-06-10T17:02:36Z","title":"Do Concept Replacement Techniques Really Erase Unacceptable Concepts?","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T05:03:22.530957Z"},"links":{"cited_paper":"/paper/2501.03544","citing_paper":"/paper/2506.08991"},"observation_digest":"sha256:c6245eb26078b43859a3782cbf0f032bc9ae20a6362b1037c7acb2461abcff64","observation_id":"83433343-b983-4289-ba93-fe5dc134f82a","resolution":{"observed_at":"2026-08-07T05:03:22.530957Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"cited_work":{"arxiv_id":"2501.03544","doi":null,"metadata_source":"pith","pith_arxiv_id":"2501.03544","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","venue":"cs.CV","work_id":"eb72d5f4-a385-474f-8e4e-0ae45f5556b5","year":2025},"citing_paper":{"arxiv_id":"2602.00616","last_updated":"2026-05-13T02:26:37Z","snapshot_observed_at":"2026-07-06T22:43:55.785732Z","submitted_at":"2026-01-31T09:09:48Z","title":"SPOT: Selective Prompt Projection via Total Variation for Inference-Only Safe Text-to-Image Generation","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-16T09:08:25.193005Z"},"links":{"cited_paper":"/paper/2501.03544","citing_paper":"/paper/2602.00616"},"observation_digest":"sha256:917bbdc5f72be9cc70f84d7dd01cd0666d8b6c75dc14c3d6bce5adb444320044","observation_id":"1b062156-6f47-4033-a5d3-e93611e785e3","resolution":{"observed_at":"2026-05-16T09:10:47.388809Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"cited_work":{"arxiv_id":"2501.03544","doi":null,"metadata_source":"pith","pith_arxiv_id":"2501.03544","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","venue":"cs.CV","work_id":"eb72d5f4-a385-474f-8e4e-0ae45f5556b5","year":2025},"citing_paper":{"arxiv_id":"2604.16483","last_updated":"2026-04-13T02:25:14Z","snapshot_observed_at":"2026-08-11T04:21:39.504935Z","submitted_at":"2026-04-13T02:25:14Z","title":"Dynamic Eraser for Guided Concept Erasure in Diffusion Models","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-10T15:14:31.498603Z"},"links":{"cited_paper":"/paper/2501.03544","citing_paper":"/paper/2604.16483"},"observation_digest":"sha256:ab709b668ab60380a9e4d827cb32751555744d388931e58b8e1254e56e096dc1","observation_id":"5e9c3278-dafb-49a2-b768-4a064f345c3a","resolution":{"observed_at":"2026-05-12T02:44:43.880022Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2501.03544/citation-record","integrity":"/paper/2501.03544/integrity","json":"/paper/2501.03544/citation-record.json","paper":"/paper/2501.03544"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Stable Diffusion V1-4","venue":null,"work_id":"6ce71f37-0ec1-4221-b1f0-2a402324cd54","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:95375b3a7767050f8ce883a8a75d57628960c90f911429921946d5b7e1f2670f","observation_id":"92be672e-5ed5-47cb-914b-d9b352b41f7d","resolution":{"observed_at":"2026-05-23T05:57:37.491646Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"AI Porn Is Easy to Make Now. For Women, That’s a Nightmare","venue":null,"work_id":"f6d4ef44-2d63-4023-9347-5149b33bfed4","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:1b7cea0f5847e000c2fe71e7947eaddf02fa7e201558218ca44ff54a79a7f852","observation_id":"64bec420-b234-4f0e-ae32-9bbbe7c5bd08","resolution":{"observed_at":"2026-05-23T05:57:37.488089Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Spotting the Deepfakes in This Year of Elections: How AI Detection Tools Work and Where They Fail","venue":null,"work_id":"5495501b-dae2-4242-b0ba-e6bf058c1ad1","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:15dcd6ef74d30e59808b354fe24b9f540221a6ccc6bc6f69fe7752f2c1d0b08b","observation_id":"3b7b6c90-02ed-4543-a464-1e6023ee401a","resolution":{"observed_at":"2026-05-23T05:57:37.495188Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Text-to-image AI Models Can Be Tricked Into Generating Disturbing Images","venue":null,"work_id":"660a05f8-51d6-4ab2-a6b8-b4e441d8607e","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:687fc3b1c4b4e1366e0b2bf3a1d1cfcdb043ac583dc6b42af444c278f252a2ff","observation_id":"e4ae70d2-899f-4e79-8494-f327d80f656c","resolution":{"observed_at":"2026-05-23T05:57:37.502692Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"AI-created Child Sexual Abuse Images ‘Threaten to Overwhelm Internet’","venue":null,"work_id":"42df3f39-9825-4f4a-a3c7-82db151bc216","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:79b7a580f26c95b86f6da9ad63434850b9811755d3e59bf87d77c380a062f811","observation_id":"c2573ebb-86ca-4e32-ae46-882c11191ce9","resolution":{"observed_at":"2026-05-23T05:57:37.506150Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"2024: The Election Year of Deepfakes, Doubts and Disinfor- mation?","venue":null,"work_id":"bf961eeb-b35c-4c3f-b57f-ffbf6db3ab19","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:217c9e07be28aebfc4f266794851487647d0a69b90a118722162745a7c66e8ff","observation_id":"67fa67c3-671c-45e3-85bf-916134c0b9ba","resolution":{"observed_at":"2026-05-23T05:57:37.498952Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Erasing Concepts from Diffusion Models","venue":null,"work_id":"e0662c8a-1dd4-45a5-8f8c-2b2b963ae6d2","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:77e521601bb15e561dc1ada07a254638286bddc0f9e598fea63beb65b76a0628","observation_id":"5185e3ec-5240-44a5-89a4-dea1c415e47e","resolution":{"observed_at":"2026-05-23T05:57:37.633267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Unified Concept Editing in Diffusion Models","venue":null,"work_id":"4dc4645c-49d8-4cc8-a147-ddfa44f23e65","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:55b9830e86c5045707df864d1403dacd1cad7595730c15eebb6a6eb2d5c58105","observation_id":"217db278-1a10-47e6-a4d0-1ca0c1b0ef6e","resolution":{"observed_at":"2026-05-23T05:57:37.514740Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SafeGen: Mitigating Sexually Explicit Content Generation in Text-to-Image Models","venue":null,"work_id":"fd91719f-e56f-4b3b-939d-eab17cde08ed","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:da8cd4f44c8f0921b2527515af741b6d5d9bc2e73d0dc4301ace7e7e9a335290","observation_id":"f3f287ec-3003-4801-af96-7397fcd9425e","resolution":{"observed_at":"2026-05-23T05:57:37.518687Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21035","last_updated":"2025-01-16T08:08:57Z","snapshot_observed_at":"2026-07-06T18:54:37.159782Z","submitted_at":"2024-07-17T08:19:11Z","title":"Direct Unlearning Optimization for Robust and Safe Text-to-Image Models","version":2},"cited_work":{"arxiv_id":"2407.21035","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.21035","snapshot_observed_at":"2026-07-01T23:16:24.637784Z","title":"Direct Unlearning Optimization for Robust and Safe Text-to-image Models","venue":null,"work_id":"efb9b447-7113-475d-a110-7ac025b2d640","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2407.21035","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:5f6fd08a583379b5a8ea0b18c8d1b7bbeff1efaae88f03502387db0dd3213569","observation_id":"0ee3fc99-c9b9-4020-96ff-ee369b5bb5ba","resolution":{"observed_at":"2026-05-23T05:52:37.719333Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Stable Diffusion V2-1","venue":null,"work_id":"3c805a54-e278-4731-bcb6-44efed85ed15","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:abb65a18458072df5bfa3714ce229a93c57a862e342b471cbd8b2a01be8ac2c3","observation_id":"041ace09-39bd-4075-ab89-267f62214d1e","resolution":{"observed_at":"2026-05-23T05:57:37.522753Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.05977","last_updated":"2023-07-12T07:48:29Z","snapshot_observed_at":"2026-08-09T22:49:59.789338Z","submitted_at":"2023-07-12T07:48:29Z","title":"Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models","version":1},"cited_work":{"arxiv_id":"2307.05977","doi":null,"metadata_source":"pith","pith_arxiv_id":"2307.05977","snapshot_observed_at":"2026-07-10T15:47:23.323474Z","title":"Towards Safe Self-distillation of Internet-scale Text-to-image Diffusion Models","venue":"cs.CV","work_id":"ad1c545f-001a-4943-8048-46773c89f4a2","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2307.05977","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:e6187d3b43d2f624e0babc8e6698c7074e3057bfee98238b0007cea83c00b0b0","observation_id":"cbb9cf48-01c8-4851-bf70-8f32ffc9d736","resolution":{"observed_at":"2026-05-23T05:52:37.753693Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.15234","last_updated":"2024-10-09T16:12:40Z","snapshot_observed_at":"2026-08-09T11:55:12.939145Z","submitted_at":"2024-05-24T05:47:23Z","title":"Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models","version":3},"cited_work":{"arxiv_id":"2405.15234","doi":null,"metadata_source":"pith","pith_arxiv_id":"2405.15234","snapshot_observed_at":"2026-07-10T15:47:23.259518Z","title":"Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models","venue":"cs.CV","work_id":"885ce5e7-5642-40da-8b6b-5cb241a04aa0","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2405.15234","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:e6033d13fcddd4005e88a68a88ee077e711546c2670826743b857ab38cc6d3a7","observation_id":"a4e04ab6-58f7-42c5-8e4d-0ef1b1e919de","resolution":{"observed_at":"2026-05-23T05:52:37.733101Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"NSFW Text Classifier on Hugging Face","venue":null,"work_id":"9bb791e9-630e-46b4-b347-94851773848d","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:e2c890b0667b5301e1becb26077175ebfcfa24bd877d5b8200b33df434da6073","observation_id":"1cb2af2d-8426-49a2-a6b4-5454eb969e07","resolution":{"observed_at":"2026-05-23T05:57:37.574104Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Safety Checker","venue":null,"work_id":"8b50f4b4-3f69-4bab-bd3b-7ffc0d278c9e","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:27a68dcb61400cf2484a99de37098a8cb6a25d0ee598738f22c3afdd7552c705","observation_id":"eb2466aa-027c-4a2d-afc7-39f02da08ff6","resolution":{"observed_at":"2026-05-23T05:57:37.585935Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Universal Prompt Optimizer for Safe Text-to-image Generation","venue":null,"work_id":"057bd72c-d75f-49c8-90b3-45bcf8439f63","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:f8107234f99b4cefeadd000adb7edcdb88c5a0c6345f18b1a871080ab75a5810","observation_id":"eb45498b-04ee-44af-a005-b7076b64bf5c","resolution":{"observed_at":"2026-05-23T05:57:37.551128Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"GPT Documentation","venue":null,"work_id":"d02d27f7-c11b-45e4-b0ca-23ac2a14c366","year":2022},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:7a1a49fc7ffb582150c718be0078192622e9b1ba2d3d721aa8a3d3fccc0f369e","observation_id":"73952674-afe0-4b31-9343-bb99a0fb7319","resolution":{"observed_at":"2026-05-23T05:57:37.661583Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models","venue":null,"work_id":"45f01eaf-fdf3-4b33-bda2-f6ca70256c83","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:acdc04dbce5f36fc4c37788807f885ee032c966461bba03cf3bd2780e465393b","observation_id":"4451e925-8204-449a-8879-fb6c6e8e3092","resolution":{"observed_at":"2026-05-23T05:57:37.665247Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SDEdit: Guided Image Synthesis and Editing with Stochastic Differ- ential Equations","venue":null,"work_id":"1735bed0-5f2a-4118-81c7-56e88f33e56b","year":2022},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:2f635541241482b67c55ef6441096f1151863a642ed01f21e31c3f98f823524e","observation_id":"b017c767-edab-4e9c-93b8-74cca17dae5e","resolution":{"observed_at":"2026-05-23T05:57:37.669171Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-image Models","venue":null,"work_id":"20d9968f-08e7-4753-8337-663abbbc7cb3","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:402c2579807a2984873563bd16e839d2572a83aeb0546bcd056dc5572faf7432","observation_id":"fc6d5212-b794-4445-a92a-d0ecb7f9c57b","resolution":{"observed_at":"2026-05-23T05:57:37.658127Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.12581","last_updated":"2024-07-17T14:07:22Z","snapshot_observed_at":"2026-08-10T04:20:00.233779Z","submitted_at":"2024-07-17T14:07:22Z","title":"Towards Understanding Unsafe Video Generation","version":1},"cited_work":{"arxiv_id":"2407.12581","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.12581","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Towards Understanding Unsafe Video Generation","venue":null,"work_id":"d62adf03-ec2b-4cd1-9462-77d8d26ea16f","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2407.12581","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:35601ff8db79c811f95d13eb941bbbf7e03a6f59920391efcc1d9fb44eda99b4","observation_id":"dd3079c0-16f8-420b-85a9-728cb0eefe7e","resolution":{"observed_at":"2026-05-23T05:52:37.761637Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.08031","last_updated":"2024-08-18T18:53:16Z","snapshot_observed_at":"2026-08-08T17:16:37.924010Z","submitted_at":"2024-04-11T17:59:52Z","title":"Latent Guard: a Safety Framework for Text-to-image Generation","version":2},"cited_work":{"arxiv_id":"2404.08031","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2404.08031","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Latent Guard: a Safety Framework for Text-to-image Generation","venue":null,"work_id":"e44e3a08-e122-44f3-9974-e74a9db1d827","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2404.08031","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:ae2ad9c3732b4f01f08014e087c5a6a239e09bb295432ed2fb63f2f764c30809","observation_id":"32a1b4ba-4905-4144-891a-bb22e747315a","resolution":{"observed_at":"2026-05-23T05:52:37.746954Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models","venue":null,"work_id":"40b93045-7153-4d88-9658-552323aade8e","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:641f54f770378ca692d565f2ce109bac2f16b842ba5f5b31a02d4cbcaafb8964","observation_id":"6098cb20-d5ad-41ec-9d3b-1c2a86b5154d","resolution":{"observed_at":"2026-05-23T05:57:37.651647Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Denoising Diffusion Probabilistic Models","venue":null,"work_id":"4ceeefe1-462a-47eb-bb7c-d5698752373d","year":2020},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:ac8eee0e6b47ccce516c96b82d1ea6bc1abcbc7832c36875fd50c7fc1af3bd2c","observation_id":"29ff2549-263c-4149-98cf-fbe9188884ad","resolution":{"observed_at":"2026-05-23T05:57:37.654774Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"High- resolution Image Synthesis with Latent Diffusion Models","venue":null,"work_id":"51c0648d-f184-424b-b45c-ea0629c96d81","year":2022},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:61f6c93b9686ec80a8675c329b37f191db64a957607c9b5b8a727ce1c8c2a6a6","observation_id":"893e52c0-311e-49df-b585-79f15962dd51","resolution":{"observed_at":"2026-05-23T05:57:37.672781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding","venue":null,"work_id":"313858f1-e67a-4d01-9919-39db9ff55d7a","year":2019},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:fc6368934d47c52882c9228d3acc560aa903d2bb76c5f3fbd0d1ec8b87547cd5","observation_id":"23a46255-d7cd-443f-b42d-acc007a28fb6","resolution":{"observed_at":"2026-05-23T05:57:37.623866Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"LAION-5B: an Open Large-scale Dataset for Training Next Generation Image-text Models","venue":null,"work_id":"55e37a25-cd07-4558-860f-18b441face5e","year":2022},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:0e33c66ded58c485247a984e3d1dc114da681ca1faf22fd5d3ab7fb345545e5f","observation_id":"2a04c0ca-4fa9-4bef-b4a7-f9af7ca0f02c","resolution":{"observed_at":"2026-05-23T05:57:37.626866Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Diffusion Lens: Interpreting Text Encoders in Text-to-image Pipelines","venue":null,"work_id":"4ace269d-1517-4cd0-81b9-36ce38400418","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:8c1224dd0237c938eb0ee8be4b3efa55cfe35d500bce460cb39a5db557cd8b7d","observation_id":"f6c1c8b8-4260-4b43-a7ff-bb7482966d49","resolution":{"observed_at":"2026-05-23T05:57:37.630083Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.06608","last_updated":"2025-02-26T18:59:01Z","snapshot_observed_at":"2026-07-06T18:28:24.821865Z","submitted_at":"2024-06-06T18:10:11Z","title":"The Prompt Report: A Systematic Survey of Prompt Engineering Techniques","version":6},"cited_work":{"arxiv_id":"2406.06608","doi":"10.1007/s00146-025-02667-2","metadata_source":"pith","pith_arxiv_id":"2406.06608","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"The Prompt Report: A Systematic Survey of Prompt Engineering Techniques","venue":"cs.CL","work_id":"089548ef-9ae9-4016-a6d9-b951128416c7","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2406.06608","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:3d4eedef5227fc5cfba29f0e6a889590b8c52a3cf96f60168d2dba519c4482d5","observation_id":"6c641b21-b930-4fec-9bc4-99d4f0a03be0","resolution":{"observed_at":"2026-05-23T05:52:37.738880Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-05-30T14:25:31.500281+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-30T14:25:31.500281+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Safety system messages in llm","venue":null,"work_id":"77f39bb8-c021-4199-bc21-54d329feca9b","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:f4107e419beac236d9f7c7ca6efb119bd53e44b56bbe127965124607e2f78d00","observation_id":"2264cda4-9d7e-4f82-8923-0919a98e9530","resolution":{"observed_at":"2026-05-23T05:57:37.643590Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"On Prompt-driven Safeguarding for Large Language Models","venue":null,"work_id":"08fc5881-cc53-4c1d-b05b-b55f030b0aad","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:3662c4ee0538162ecd1501d2f4d14b1fc9fc3a353f2f949d167026c124b4320f","observation_id":"335a6757-6285-41a9-9492-c49c0b40b1e2","resolution":{"observed_at":"2026-05-23T05:57:37.648055Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The Power of Scale for Parameter-efficient Prompt Tuning","venue":null,"work_id":"af0699ab-1636-4d9a-9d0f-7e493de1a69d","year":2021},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:6548a95d4baf84fa76c2d3ec415a3bdaa1406c9feca43d3431f8b721011eb159","observation_id":"c0a89f31-0d11-4873-9237-c2b889bce385","resolution":{"observed_at":"2026-05-23T05:57:37.616960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Prefix-Tuning: Optimizing Continuous Prompts for Generation","venue":null,"work_id":"c0b39ef8-b89b-4e96-ae82-bec12ec279e8","year":2021},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:b5a2d9c930036220cca14281de2d5145c9732eddcc1d2f61cadfb719844c2624","observation_id":"b3a8f481-c598-4df8-8ced-fe166e59a966","resolution":{"observed_at":"2026-05-23T05:57:37.613356Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"NSFW Data Scraper","venue":null,"work_id":"621218fe-77b4-473c-a025-9cc9f5a11e58","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:7359841f5bcaeb933123145988ff010b6724eb086ea266c54fc2fce40d856c8c","observation_id":"a4a4aea7-444f-49d3-b3f8-5ed3d2cc8b7f","resolution":{"observed_at":"2026-05-23T05:57:37.606569Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"GPT-4o Mini: Advancing Cost-efficient Intelligence","venue":null,"work_id":"03ebfaa8-68df-4772-a2a5-f545648658a3","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:ededd438dbb3af3e6be2dc4ee7b1b36bb191efd6129c02c6dc7e4dda3ffcb018","observation_id":"ff86f842-9168-4666-a724-05305088c884","resolution":{"observed_at":"2026-05-23T05:57:37.610135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Scholar gpt","venue":null,"work_id":"b9ae1656-0439-4e70-8330-feaff993c090","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:efa5c8549991b9f923934cf0212edddb94153d4583a36e0c6b373c6b34d02db3","observation_id":"e01dea7d-036b-4ce2-b63c-d4f8eb6fc97a","resolution":{"observed_at":"2026-05-23T05:57:37.595955Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":"2303.08774","doi":"10.1002/tea.20265","metadata_source":"pith","pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GPT-4 Technical Report","venue":"cs.CL","work_id":"b928e041-6991-4c08-8c81-0359e4097c7b","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:5795e120c45f38fbd58d603a0580de650d55747938a3474eaafa05afae6fadfd","observation_id":"3d783113-5167-4fab-af27-0427bc39b37f","resolution":{"observed_at":"2026-05-23T05:52:37.701894Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1405.0312","last_updated":"2015-02-21T01:48:49Z","snapshot_observed_at":"2026-07-06T03:42:37.507458Z","submitted_at":"2014-05-01T21:43:32Z","title":"Microsoft COCO: Common Objects in Context","version":3},"cited_work":{"arxiv_id":"1405.0312","doi":"10.48550/arxiv.1405.0312","metadata_source":"pith","pith_arxiv_id":"1405.0312","snapshot_observed_at":"2026-07-10T21:37:42.099108Z","title":"Microsoft COCO: Common Objects in Context","venue":"cs.CV","work_id":"384118d4-9bc9-444c-abfa-3125ee3ca314","year":2014},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/1405.0312","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:8a081b8a4fd125ce63ba822c02dfd4d125e30c5598adb0e98ae4ebe105f7ba7c","observation_id":"f3be6d0d-f11c-490e-b460-3b306ba84881","resolution":{"observed_at":"2026-05-23T05:52:37.687145Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-01T11:08:07.595689+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-01T11:08:07.595689+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Inaproppriate Image Prompts (I2P)","venue":null,"work_id":"712ebafd-7a06-4ecf-b092-83704e7fa38c","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:a53ec57cc9ed04aff004d6932aca389c6469cd82b31112fe2a159993cf261df8","observation_id":"a3039af8-5b2f-4290-80c3-aeaabf51e71c","resolution":{"observed_at":"2026-05-23T05:57:37.599511Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SneakyPrompt: Jailbreaking Text-to-image Generative Models","venue":null,"work_id":"26fb9b47-583b-4d1d-8148-c0a0365c47e4","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:8edfa42b818aa846550dc5b9952bee31b072cce4ac7d2237a7886ebcb2ea7b63","observation_id":"db94cd85-a9fb-450d-ac66-21ed95527b51","resolution":{"observed_at":"2026-05-23T05:57:37.603300Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"MMA-Diffusion: MultiModal Attack on Diffusion Models","venue":null,"work_id":"9075b9cd-f16b-4024-a493-164472d13199","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:748742b653f3bbf03dbe8820f038740e8798e3081e7cda4aec3013181b088e7a","observation_id":"46ba181d-f274-48fc-bb39-dafcd4400e73","resolution":{"observed_at":"2026-05-23T05:57:37.620427Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learning Transferable Visual Models From Natural Language Supervi- sion","venue":null,"work_id":"08235df4-ff31-4e6d-b8ae-14d7a16e58d7","year":2021},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:d97de0283136dfaffa4dd02fa52552d634671bde6159b89f3a898c2cc653928f","observation_id":"6c58fbc6-59df-49de-ba00-f16fef481aa2","resolution":{"observed_at":"2026-05-23T05:57:37.636574Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The Unreasonable Effectiveness of Deep Features as a Perceptual Metric","venue":null,"work_id":"3cb848cb-3a79-4375-91ba-565da67d2b5a","year":2018},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:13c48f8a92e56e52ac037b23e8c2ce12f3a78230f5d681fe38518782567951df","observation_id":"bc50cf4c-d762-43c8-b6b5-d0eeca2848fd","resolution":{"observed_at":"2026-05-23T05:57:37.577687Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SafeGen-Pretrained-Weights","venue":null,"work_id":"7f370d7a-7f70-4de3-83b0-6653c1c24561","year":2024},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:1f27d0c15c35e4ae7786dec5b707c5bf8d61ed5c0661b9a6b2194f808d52cc47","observation_id":"73147fe8-15b1-4ff9-9e21-b54e97705891","resolution":{"observed_at":"2026-05-23T05:57:37.589043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Diffusers: State-of-the-art diffusion models","venue":null,"work_id":"cbcc05b0-f902-4ac5-bbe6-f0e19c558495","year":2022},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:c018ac5a5fe6e77e4ae6935e788f956446e3d46870309fa68b0c4393b5f5b235","observation_id":"9a406cbd-405f-48c6-9e48-3e159fda6b23","resolution":{"observed_at":"2026-05-23T05:57:37.570590Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.10493","last_updated":"2025-06-24T20:53:27Z","snapshot_observed_at":"2026-08-10T11:57:02.513034Z","submitted_at":"2024-12-13T18:59:52Z","title":"AlignGuard: Scalable Safety Alignment for Text-to-Image Generation","version":2},"cited_work":{"arxiv_id":"2412.10493","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.10493","snapshot_observed_at":"2026-07-02T14:57:03.775476Z","title":"Safetydpo: Scalable safety alignment for text-to-image generation","venue":null,"work_id":"777a5932-9c36-4cb4-a90e-41901259badf","year":2025},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2412.10493","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:9be5bf22d044b70e6217ae0c6a2c7193c7503866429fcc6ab98378b5ba538427","observation_id":"0e61c656-bc50-47e7-92cc-e2ddff2f13ee","resolution":{"observed_at":"2026-05-23T05:52:37.695699Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1910.10683","last_updated":"2023-09-19T15:14:48Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2019-10-23T17:37:36Z","title":"Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer","version":4},"cited_work":{"arxiv_id":"1910.10683","doi":"10.18653/v1/2020.acl-main.259","metadata_source":"pith","pith_arxiv_id":"1910.10683","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer","venue":"cs.LG","work_id":"50e3b368-0243-4726-8186-233869802ad1","year":2019},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/1910.10683","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:0ef76f4c2585abe210219cba73d17de5616010b5ebca434b5aa22d5a4711be7f","observation_id":"1b2c5cdc-e61f-490e-a433-3d6b3a64ac91","resolution":{"observed_at":"2026-05-23T05:52:37.725725Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Unified concept editing in diffusion models","venue":null,"work_id":"8180420c-f986-4baf-84b9-038039c9a6b2","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:33c41a668053dbb5026c9fba990d685c5adce9576baee96a657b5b415205e77c","observation_id":"860938b0-fc8e-41da-a7df-f8044c4c9804","resolution":{"observed_at":"2026-05-23T05:57:37.567080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Safe Stable Diffusion","venue":null,"work_id":"7741e67c-9e65-4cab-8ec0-22d409064a08","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:cc6dee8fa3635d059588b0d2d52e5c678ceb52f780f9e3d37a279a01fc517287","observation_id":"ecb94e11-c4a9-4cd3-9d9c-6dac33e52083","resolution":{"observed_at":"2026-05-23T05:57:37.582262Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Universal prompt optimizer for safe text-to-image generation","venue":null,"work_id":"01501fd2-a9f8-4926-9503-721c41baa39e","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:5b728e6f2c492a8df63604866533696dd63730976db657d07946e094b6dcc305","observation_id":"a511c049-9585-4864-92ee-0503273dc4ca","resolution":{"observed_at":"2026-05-23T05:57:37.554695Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.01952","last_updated":"2023-07-04T23:04:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-07-04T23:04:57Z","title":"SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis","version":1},"cited_work":{"arxiv_id":"2307.01952","doi":"10.48500/arxiv.2307.01952","metadata_source":"pith","pith_arxiv_id":"2307.01952","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis","venue":"cs.CV","work_id":"8034c587-fba6-4941-87ba-c98f2ac962cb","year":2023},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"cited_paper":"/paper/2307.01952","citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:687e5a90e6a1727d9fd63836b5720d378452976e962c1c675dc1698e0d2cbe8f","observation_id":"037a4afb-a041-4916-9095-67e9c755aa60","resolution":{"observed_at":"2026-05-23T05:52:37.708818Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"DeepFloyd IF","venue":null,"work_id":"7e074940-f71d-4911-9f7b-11d867b0d761","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:3f6a0b098f63275b653bb800e9acf778619ae38b948380689fba4dd094ffeed0","observation_id":"92f8a4ab-ac67-4d7e-92c4-2a84359a5b75","resolution":{"observed_at":"2026-05-23T05:57:37.558292Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"• NSFW-200: To compensate for the shortcomings of I2P dataset in pornographic data, we use the NSFW dataset from [40] for the sexual category","venue":null,"work_id":"2b6db9a7-b644-40e8-937c-da485f518033","year":2017},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:f4302024ebcab516378ffc7c98c758277e05b5154fd5b99134b149f01ac72a6d","observation_id":"18bdccc7-e492-4895-b920-bbb6915c8710","resolution":{"observed_at":"2026-05-23T05:57:37.547720Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"safe” category or one of several “unsafe","venue":null,"work_id":"2518c526-ad23-40fa-8b71-2952f75d6028","year":2017},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:80c2cfa3832044574a23fa51d64113ec78b46ab9c38d33c55d591abe1f949c81","observation_id":"73845a3b-9bbb-4457-addc-faef71f01f6b","resolution":{"observed_at":"2026-05-23T05:57:37.562974Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"According to our taxonomy, these baselines can be divided into three groups: (1)N/A: where the original SD serves as the control group without any protective measures","venue":null,"work_id":"23162dd6-f195-430b-989c-88c1aea00de1","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:fe398633e019c4f1a3214043a27715e7c5da6204a0afb5c9d4e16889be338f79","observation_id":"0b0342df-cfd2-450e-aea7-db93260f98bc","resolution":{"observed_at":"2026-05-23T05:57:37.592713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"laion-aesthetics v2 5+","venue":null,"work_id":"b42b2511-f031-4c4e-9aa0-db3d879b0ff4","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:422920c0b506fef72e0bfcb81f6dc90c036b12d18639d1b936565d13977d5afb","observation_id":"a69a872b-734d-456a-9c26-b62057813194","resolution":{"observed_at":"2026-05-23T05:57:37.639840Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Figure 6 illustrates the variations in images generated by the model with embeddings trained using different values ofλ","venue":null,"work_id":"0b121fd7-0afb-404b-8f25-bab18580eb0e","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:019d3c6a01b166458b8afe4ce6004db2b08fb182105a9b2ea4badabb99b0cc8c","observation_id":"32006710-4bc5-40c7-b9e7-ba10c7000ba6","resolution":{"observed_at":"2026-05-23T05:57:37.544427Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"c29f6d3d-3685-470a-ae49-e47b0148e1cd","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:3647e189573a419f0c01f287a46f208ebce4021631ae00207ccc3e78da96cb3a","observation_id":"f1526055-98a7-4404-b997-86bac1f3e7df","resolution":{"observed_at":"2026-05-23T05:57:37.533379Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"58b13723-d5c6-43d5-a586-2be23ce06c21","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:f3a3c2f0c6fcbb457fb1a51edfd834e4321d363842682f394d25be2fa2b0012d","observation_id":"23c51e80-31b6-4911-873c-23c43fd49ae2","resolution":{"observed_at":"2026-05-23T05:57:37.529950Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"d8da2e43-154a-4dca-bcc8-a88a6d6d8158","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:c43d5b304e88b3190c853f9660bd16dd6bd55d25f5a284db4f8efcc53c81a98c","observation_id":"7e8a40e8-7cd1-4650-b4d6-0b81dd5957f0","resolution":{"observed_at":"2026-05-23T05:57:37.526513Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"b79ac016-8a5a-4e0b-a9c6-30d75af038a0","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:a241410322ca2ccb74dfee8f44542a054fb56efec5c0035170710c4304cf8c2e","observation_id":"92864f25-f10e-46ab-abd4-a89bee12667d","resolution":{"observed_at":"2026-05-23T05:57:37.537017Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"laion-aesthetics v2 5+","venue":null,"work_id":"7c4a4347-16c5-4989-9cb3-c7edf0e895c2","year":null},"citing_paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models","version":5},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-05-23T05:47:38.650729Z"},"links":{"citing_paper":"/paper/2501.03544"},"observation_digest":"sha256:2c84ffe40b683cf65f17e06b9e126d95b08d03d5285e2cf18971d9fa5a67d430","observation_id":"6b1194b7-366d-4e08-8301-02cd77293147","resolution":{"observed_at":"2026-05-23T05:57:37.540960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.03544","last_updated":"2026-05-10T00:25:55Z","latest_version":5,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-02T09:14:37.576493Z","submitted_at":"2025-01-07T05:39:21Z","title":"PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models"},"reference_resolution":{"displayed":62,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":4,"verified_exact":11,"verified_fuzzy":46},"total_outbound_references":62},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 4 inbound Pith citation observations for arXiv:2501.03544."}