{"as_of":"2026-08-14T07:18:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8f6d19c0004422a71588cbd7cbe5d090a1f22051739af3e6343059f6a3acd4ef","coverage":[{"denominator":54,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":54,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T23:23:08.572968Z","state":"measured"},{"denominator":54,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":54,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2412.02576/citation-record","integrity":"/paper/2412.02576/integrity","json":"/paper/2412.02576/citation-record.json","paper":"/paper/2412.02576"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.573402Z","title":"Ntire 2017 challenge on single image super-resolution: Dataset and study","venue":null,"work_id":"ff615fdf-7a88-405a-a251-05777311dd3d","year":2017},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.293031Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:4cd4b4b85fa70deb87f7b66a922535d15c755ded60049057f2a7a1fe5c49c74b","observation_id":"ab7934f1-73cb-4a30-a327-84fcc956d229","resolution":{"observed_at":"2026-08-11T23:23:09.578222Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.558867Z","title":"Introducing stable diffusion 3.5","venue":null,"work_id":"ae4cbd04-991e-450c-bb68-85ec629292a1","year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.298501Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:4dc5e7c5ea75b569f741884f9d87961cf95a4b5af09138a96b7bcffdfb2c6c22","observation_id":"ac986f07-6c2d-4289-a827-f152771c09f4","resolution":{"observed_at":"2026-08-11T23:23:09.563588Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.543942Z","title":"Combined dwt-dct digital image watermarking","venue":null,"work_id":"cb984505-f12d-41ab-a883-92e7adc5b2c4","year":2007},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.303411Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:95e07fa9e1f7fd3fc78b12bcc76f80a45def7279cd56992e5edec7930c93e586","observation_id":"d2790173-df9a-4df4-9063-c7f0fb59d3e8","resolution":{"observed_at":"2026-08-11T23:23:09.548739Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.09863","last_updated":"2024-08-20T06:37:37Z","snapshot_observed_at":"2026-08-13T00:06:04.665293Z","submitted_at":"2024-05-16T07:41:54Z","title":"Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.09863","snapshot_observed_at":"2026-08-11T23:23:08.308256Z","title":"Box-free model watermarks are prone to black-box removal attacks","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.308256Z"},"links":{"cited_paper":"/paper/2405.09863","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:d3a3b45bdc8077fc71a556102df63d0494478e16e0be5eb58d2e007566a95483","observation_id":"1aa8d595-1d7b-48f7-a056-e99a8adedc4b","resolution":{"observed_at":"2026-08-11T23:23:08.308256Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.528398Z","title":"real attackers don’t compute gradients","venue":null,"work_id":"3af169d6-778c-4eb7-a479-0e6446a52cbd","year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.313969Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:f114020945337ea687b892f2de6c759d66313afa12f82c4078b1a70d94e0ab6e","observation_id":"8c6a3ccd-3143-41b0-84c7-71649a7b5600","resolution":{"observed_at":"2026-08-11T23:23:09.533209Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.08261","last_updated":"2025-03-13T15:09:10Z","snapshot_observed_at":"2026-08-13T19:07:58.782859Z","submitted_at":"2024-10-10T17:59:17Z","title":"Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.08261","snapshot_observed_at":"2026-08-11T23:23:08.318976Z","title":"Meissonic: Revitalizing masked generative transformers for efficient high-resolution text-to-image synthesis","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.318976Z"},"links":{"cited_paper":"/paper/2410.08261","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:5f2191e21ecb8cf5577fc8ba314dc26eb83ab220aa79b7b9e7c2d063d8ca803f","observation_id":"daf9c226-6573-48f4-b4e1-b15b222900eb","resolution":{"observed_at":"2026-08-11T23:23:08.318976Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.13131","last_updated":"2022-03-24T15:44:50Z","snapshot_observed_at":"2026-08-13T16:15:54.920385Z","submitted_at":"2022-03-24T15:44:50Z","title":"Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.13131","snapshot_observed_at":"2026-08-11T23:23:08.324507Z","title":"Make-a-scene: Scene-based text-to- image generation","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.324507Z"},"links":{"cited_paper":"/paper/2203.13131","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:015d4728b79d191fcf9220d3668037618d0908cdad27e83bd67145186a2065cc","observation_id":"fb2e3c2d-aaf7-4eac-b2c3-85961b3e4671","resolution":{"observed_at":"2026-08-11T23:23:08.324507Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.512980Z","title":"Industrial practitioners’ mental models of adversarial machine learning","venue":null,"work_id":"061321d1-41e3-4cc2-b782-e9a7637ad358","year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.330444Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:693606983bfc49ded033d8f34d1239aadb9e406397ba579ab1b852ec9f0268e8","observation_id":"a4c58035-43a0-4bf2-868b-32b9a67b1b98","resolution":{"observed_at":"2026-08-11T23:23:09.517860Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.497985Z","title":"Ai and the rise of fake images","venue":null,"work_id":"b3ddf9d2-265b-42b7-9aac-f1de831c09bd","year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.335287Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:15bcc5ef56719bb540b89a6a4f2106c7c7a72212cccfca6b6ca6a4a738d01fc0","observation_id":"0b3427f6-ed07-4ab8-9d89-4af9eb712172","resolution":{"observed_at":"2026-08-11T23:23:09.502945Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.483089Z","title":"Openai’s watermarking tool for chatgpt text generation remains unreleased","venue":null,"work_id":"f45a2168-e9b2-48e2-b51a-750874483dbf","year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.340145Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:350dd3a5c893f564201c2af6fb007259a8e2aa01763d246373e7fa9c37b969d1","observation_id":"f5c585db-6e23-4e61-935d-81d1c183b2dd","resolution":{"observed_at":"2026-08-11T23:23:09.487946Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.468109Z","title":"Hopskipjumpattack: A query-efficient decision-based attack","venue":null,"work_id":"1c33487c-2da0-4115-abad-fb487d34e713","year":2020},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.344851Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:e94e31c3589f4bf8ca1d39ed1be14f834946550a9db38ab974be8f1f84566f54","observation_id":"98ced10f-fbce-4e07-9f33-2b1f92b871e0","resolution":{"observed_at":"2026-08-11T23:23:09.472853Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.452689Z","title":"Synthid: Identifying ai-generated content","venue":null,"work_id":"3d1d1532-e9ba-4ac7-b2b2-89f5e0a5ccf0","year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.349386Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:e786f6538de865397c2adea1e5259c4c01ffd0f3c2dad2bdca5d6bd048b8fa11","observation_id":"6a69f476-7f8c-49f1-b60e-b5e2386240cc","resolution":{"observed_at":"2026-08-11T23:23:09.457422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.437903Z","title":"Imagenet: A large-scale hierarchical image database","venue":null,"work_id":"2e9d1863-eeff-4b78-aa44-828bc898bc0f","year":2009},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.354288Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:6aaf1ec98a8adf8ee770d90f13f85abaa8ef349831e760aa6ae698db686d6d72","observation_id":"ad0b9059-f0ed-4f49-93ca-39a23a9f8f22","resolution":{"observed_at":"2026-08-11T23:23:09.442728Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.422701Z","title":"The stable signature: Rooting watermarks in latent diffusion models","venue":null,"work_id":"399096ee-1c5c-4716-8703-f746c8465efc","year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.359784Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:bdbcfbdee37ade3c2cbfcf631bea129bac31a72eb00185358b44135a33890aeb","observation_id":"d4484c6f-2e63-409d-8ed5-9e0258cc18c4","resolution":{"observed_at":"2026-08-11T23:23:09.427561Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.407042Z","title":"Imagen: Text-to-image diffusion models","venue":null,"work_id":"8333d1f6-c9df-4808-b8e2-ef198a9c09dd","year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.364513Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:3cb729278302311051c55e5b8c8c7c9392925d69332b13bff8529db2da41e037","observation_id":"ba9cba58-02ad-4802-9cfc-03ae9a53fcb0","resolution":{"observed_at":"2026-08-11T23:23:09.412089Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.390349Z","title":"Towards more practical threat models in artificial intelli- gence security","venue":null,"work_id":"85a774dd-bdc1-45ee-b6cd-4b137e8b33ed","year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.369059Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:8fd6a03741535bf3a2542df80118f3021cc241e744b0aba76717804ab9b93364","observation_id":"69a21b32-df6b-4720-bc6b-3601ed74550f","resolution":{"observed_at":"2026-08-11T23:23:09.395495Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.374292Z","title":"Delving deep into rectifiers: Surpassing human-level performance on imagenet classification","venue":null,"work_id":"85bc6af3-2e3a-432c-8d91-fdb8e8e5b4ff","year":2015},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.373533Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:690ede43832e0cd897ba018d8aa532721304d586635519404610b51c2bdf3d7f","observation_id":"724c87bf-0f50-4ae1-a112-520928a146b8","resolution":{"observed_at":"2026-08-11T23:23:09.379642Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.358341Z","title":"Deep residual learning for image recognition","venue":null,"work_id":"9707646e-a822-4554-9122-af9eb58c11c3","year":2016},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.378126Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:2287069e8b132adc10f385134c7bf6b791aecb8e7282d4b793854c4219fbed8e","observation_id":"1fb8364a-2e99-4225-a5fb-5cd9aba10334","resolution":{"observed_at":"2026-08-11T23:23:09.363267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.342238Z","title":"Squeeze-and-excitation networks","venue":null,"work_id":"47235617-c38a-4480-b2e4-dc13f02b10fc","year":2018},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.383118Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:19bd12d395dc5601d98486acabe3d669e6e5bd89512bb95909bae9defb799644","observation_id":"c09b4a04-cd08-49bc-b86c-2dc38fb81633","resolution":{"observed_at":"2026-08-11T23:23:09.347188Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.15365","last_updated":"2025-02-19T03:50:04Z","snapshot_observed_at":"2026-08-13T00:47:41.599545Z","submitted_at":"2024-03-22T17:33:11Z","title":"A Transfer Attack to Image Watermarks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.15365","snapshot_observed_at":"2026-08-11T23:23:08.387934Z","title":"A transfer attack to image watermarks","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.387934Z"},"links":{"cited_paper":"/paper/2403.15365","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:998b87820ebd90ffde0dbc812456394204f05df503290eeb910bc33c6c4ccfbf","observation_id":"b2ba563f-b189-47be-a41a-002bada13673","resolution":{"observed_at":"2026-08-11T23:23:08.387934Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.326431Z","title":"Huiskes and Michael S","venue":null,"work_id":"0e3fb53a-32ac-42d0-ac76-08a27750320c","year":2008},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.393212Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:8df698444a67267119fc83e4826e8a9d8c957cbb9b0ae14dada35fb91a3d17ef","observation_id":"fc3f8ba0-4111-4ef2-a2b3-453af5f5e87e","resolution":{"observed_at":"2026-08-11T23:23:09.331394Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.310360Z","title":"The mir flickr retrieval evaluation","venue":null,"work_id":"932208ea-1750-44e6-8548-0283c7571b6f","year":2008},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.398670Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:faa2ab6b792f557b41169fa3cc95d979721feebf0343866b378a30f88223ac9b","observation_id":"2fd04df9-f294-40a4-9c9e-a41404bcdaf9","resolution":{"observed_at":"2026-08-11T23:23:09.315386Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.294894Z","title":null,"venue":null,"work_id":"f6d150ec-ded5-45a6-84dc-de5d210f0c3a","year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.403679Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:6500d5b56bf28ea77417ed921a25cb828906696850be05135c5e72fb49a8a276","observation_id":"86d8f75e-6a6b-4c96-a620-bf55c94772d6","resolution":{"observed_at":"2026-08-11T23:23:09.299638Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.279365Z","title":"Mbrs: Enhancing robustness of dnn-based watermarking by mini-batch of real and simulated jpeg compression","venue":null,"work_id":"0f8d83a7-d684-4898-bbc7-fec243d1480d","year":2021},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.408214Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:177b54111daaeb60078e28bdc27f9be61c6263b6b41c786471638328eafd5731","observation_id":"f49b78ae-aa91-476b-bc87-8d029e06fd04","resolution":{"observed_at":"2026-08-11T23:23:09.284176Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.263407Z","title":"Evading watermark based detection of ai-generated content","venue":null,"work_id":"de2c0dcc-0568-4288-b466-0e2258f16f2c","year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.412784Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:9d0692b65abf7e641ec4588f5f9eb48a0dc15e7d41cf2265636c2f07b4f27567","observation_id":"36150664-cc7f-45f1-ac33-1423b4c974d7","resolution":{"observed_at":"2026-08-11T23:23:09.268318Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.04086","last_updated":"2024-07-04T17:56:04Z","snapshot_observed_at":"2026-08-12T23:28:38.575236Z","submitted_at":"2024-07-04T17:56:04Z","title":"Certifiably Robust Image Watermark","version":1},"cited_work":{"arxiv_id":"2407.04086","doi":null,"metadata_source":"pith","pith_arxiv_id":"2407.04086","snapshot_observed_at":"2026-08-11T23:23:08.975724Z","title":"Certifiably Robust Image Watermark","venue":"cs.CR","work_id":"5721b2f3-0678-4b20-8dcd-fd99e81fd8e5","year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.417541Z"},"links":{"cited_paper":"/paper/2407.04086","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:65d460ba350c992e9761404a8de3b221d20ada28bab036c9e3c3e949a882bc3c","observation_id":"bbc6aea4-b876-47d2-9b30-85d0b61eab1d","resolution":{"observed_at":"2026-08-11T23:23:08.982793Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.08363","last_updated":"2024-11-22T17:56:26Z","snapshot_observed_at":"2026-08-13T00:08:16.414749Z","submitted_at":"2024-05-14T07:05:18Z","title":"UnMarker: A Universal Attack on Defensive Image Watermarking","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.08363","snapshot_observed_at":"2026-08-11T23:23:08.423755Z","title":"Unmarker: A universal attack on defensive watermarking","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.423755Z"},"links":{"cited_paper":"/paper/2405.08363","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:fd361919c41c28cdc52e0b390c87fc21266dee6094b4487af6f57a1298e7cd1f","observation_id":"0b4daf59-0fd8-4c87-9a08-a423a2291503","resolution":{"observed_at":"2026-08-11T23:23:08.423755Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.247817Z","title":"Microsoft coco: Common objects in context","venue":null,"work_id":"9bb6c396-b285-4843-ba63-990451685910","year":2014},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.429524Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:2075c247c7fc3ba1c22384a22b9a54aa4d4a65f78f47e066dbb50e0a93fa5eb0","observation_id":"5727f6e4-bf06-460d-90a8-c8c59946e64a","resolution":{"observed_at":"2026-08-11T23:23:09.253045Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.05470","last_updated":"2025-03-02T02:07:21Z","snapshot_observed_at":"2026-08-12T22:28:46.893129Z","submitted_at":"2024-10-07T20:04:29Z","title":"Image Watermarks are Removable Using Controllable Regeneration from Clean Noise","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.05470","snapshot_observed_at":"2026-08-11T23:23:08.434973Z","title":"Image watermarks are removable using controllable regeneration from clean noise","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.434973Z"},"links":{"cited_paper":"/paper/2410.05470","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:311902ac592a865c392075378f669e412e810aed88c3f95eb5dabdba20ccd421","observation_id":"845c9138-3189-40ad-90ab-ea35d66a3fde","resolution":{"observed_at":"2026-08-11T23:23:08.434973Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.16952","last_updated":"2024-01-20T19:43:04Z","snapshot_observed_at":"2026-08-13T10:02:38.044749Z","submitted_at":"2023-09-29T03:36:42Z","title":"Leveraging Optimization for Adaptive Attacks on Image Watermarks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.16952","snapshot_observed_at":"2026-08-11T23:23:08.440852Z","title":"Leveraging optimization for adaptive attacks on image watermarks","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.440852Z"},"links":{"cited_paper":"/paper/2309.16952","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:e6980531132facd2335e9d1dc4d745dc5274180d42018123abb5d378a45a01e5","observation_id":"2c078712-2ab1-42f7-b306-a697c05659f1","resolution":{"observed_at":"2026-08-11T23:23:08.440852Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.232581Z","title":"Actions in context","venue":null,"work_id":"48695320-9fb2-4955-a1a2-b7831f2abefa","year":2009},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.446173Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:d6e094db3c870e50ba32c190e4a453ff88185175df615a504dad573ce709bc07","observation_id":"04a5628d-d3e3-49ef-a4f0-b8b38a2dba72","resolution":{"observed_at":"2026-08-11T23:23:09.237314Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.216115Z","title":"Midjourney: High-quality ai image generation, 2022","venue":null,"work_id":"0854758f-4268-4e17-86f7-6c3b3059f4e8","year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.451014Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:6ee15dbb891dc36919c125766d91f80e1bc194e4b97583d75b38ffe0c24a21c4","observation_id":"90aa7aee-edac-4750-a4ad-5e0d4d306c50","resolution":{"observed_at":"2026-08-11T23:23:09.221560Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.199975Z","title":"Security} is not my field, {I’m} a stats {guy","venue":null,"work_id":"3881f2d1-df2c-45e8-90ed-dde4274d885c","year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.456381Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:9ec2180869a7440f5cbad2ef54c1c6756c74e841819cf6671c9d4f5889954b0e","observation_id":"e78a7fe8-af26-4ddb-bf82-86a0c5707444","resolution":{"observed_at":"2026-08-11T23:23:09.204742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2205.07460","last_updated":"2022-05-16T06:03:00Z","snapshot_observed_at":"2026-08-13T15:43:37.769321Z","submitted_at":"2022-05-16T06:03:00Z","title":"Diffusion Models for Adversarial Purification","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.07460","snapshot_observed_at":"2026-08-11T23:23:08.461957Z","title":"Diffusion models for adversarial purification","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.461957Z"},"links":{"cited_paper":"/paper/2205.07460","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:3f3900e83104e943201f81be0c2419efb03676ec5fb055ac34c6c6865edc2afa","observation_id":"52e48150-8320-49c9-8b1d-273696a442e5","resolution":{"observed_at":"2026-08-11T23:23:08.461957Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.182415Z","title":"Dall·e 2","venue":null,"work_id":"2ba606c9-cf50-4bdf-bf82-9ab6ff5758bc","year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.467741Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:0ee86f35f8c14974c9584c1a6d6908e20f64159645af1e0d8517adea763b0bd5","observation_id":"d158ef20-09f4-470d-bff9-97f5ff707289","resolution":{"observed_at":"2026-08-11T23:23:09.188422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2102.12092","last_updated":"2021-02-26T23:26:05Z","snapshot_observed_at":"2026-07-06T10:44:09.403787Z","submitted_at":"2021-02-24T06:42:31Z","title":"Zero-Shot Text-to-Image Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2102.12092","snapshot_observed_at":"2026-08-11T23:23:08.472627Z","title":"Zero-shot text-to-image generation","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.472627Z"},"links":{"cited_paper":"/paper/2102.12092","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:8405eb3813deca60cdb27078f6a8ac2064a8cb5454441d2ce49a72f7ab64537a","observation_id":"964dda29-066a-416f-b379-c232fca7c0d1","resolution":{"observed_at":"2026-08-11T23:23:08.472627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2112.10752","last_updated":"2022-04-13T11:38:44Z","snapshot_observed_at":"2026-07-06T12:20:47.369918Z","submitted_at":"2021-12-20T18:55:25Z","title":"High-Resolution Image Synthesis with Latent Diffusion Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2112.10752","snapshot_observed_at":"2026-08-11T23:23:08.478405Z","title":"High-resolution image synthesis with latent diffusion models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.478405Z"},"links":{"cited_paper":"/paper/2112.10752","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:465e01e452f11bce7f00c2d75f433056e17b233e2972144b5e4fa53773cd166f","observation_id":"e449f697-11ff-4697-a4f5-4b1d013ffbba","resolution":{"observed_at":"2026-08-11T23:23:08.478405Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.00076","last_updated":"2024-02-14T07:39:54Z","snapshot_observed_at":"2026-08-13T10:01:52.920585Z","submitted_at":"2023-09-29T18:30:29Z","title":"Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.00076","snapshot_observed_at":"2026-08-11T23:23:08.483408Z","title":"Ro- bustness of ai-image detectors: Fundamental limits and practical attacks","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.483408Z"},"links":{"cited_paper":"/paper/2310.00076","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:d6975784537151c8a6efbc77a6a5e99130f70bb6b92137c1be9c9efd960ca654","observation_id":"10a08957-5b3f-47ed-9401-ec1927d829df","resolution":{"observed_at":"2026-08-11T23:23:08.483408Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2205.11487","last_updated":"2022-05-23T17:42:53Z","snapshot_observed_at":"2026-08-12T12:48:35.419134Z","submitted_at":"2022-05-23T17:42:53Z","title":"Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.11487","snapshot_observed_at":"2026-08-11T23:23:08.493658Z","title":"Imagen: Photorealistic text-to-image diffusion models with improved sampling","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.493658Z"},"links":{"cited_paper":"/paper/2205.11487","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:c060197b8dd96b9455a803f8baca0c33820e5469d316b835338b340aabb32f66","observation_id":"6013dded-3545-4f7d-9732-69da72b5a3f7","resolution":{"observed_at":"2026-08-11T23:23:08.493658Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.165912Z","title":null,"venue":null,"work_id":"5d1f39e6-83e8-44bc-b193-0fc237d9d3bb","year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.498271Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:82149c64d660b40adae6d9899c484efb6395d3c743612bbba8cb0d438ca8dafb","observation_id":"0db7fbca-c64a-4742-8d5a-96086c48eef9","resolution":{"observed_at":"2026-08-11T23:23:09.170781Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.150108Z","title":"Digital image watermarking for copyright protection","venue":null,"work_id":"e66f2755-4bea-458a-8ae5-fb7073d5c9fe","year":1990},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.503061Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:6f089e36ae825181f65480dbe5cb35dfe430a3506cfa458285e7b629573052c6","observation_id":"c7309df0-34b1-4eb3-9409-69457090c0e2","resolution":{"observed_at":"2026-08-11T23:23:09.155197Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.133946Z","title":"Stegastamp: Invisible hyperlinks in physical photographs","venue":null,"work_id":"f1bb4fb5-e6fa-44de-942f-170df717adf5","year":2020},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.507811Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:690807355f6443a9e927bd44e0e2bd22a6eeed29622ecd83072d8a83d7998da0","observation_id":"eaedfbe0-e495-43b9-85d4-3f985ca87977","resolution":{"observed_at":"2026-08-11T23:23:09.139016Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.117821Z","title":"Midjourney user prompts &amp; generated images (250k), 2022","venue":null,"work_id":"248e9f30-ea6b-44f3-8aae-4b7c7a7e2bf8","year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.512680Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:5637873f24a5e420042c482136572a84232dcdbdc207dda1859c74eb0346d8c4","observation_id":"143f2c27-51d6-4a7b-9436-64f74690e34f","resolution":{"observed_at":"2026-08-11T23:23:09.123199Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.14896","last_updated":"2023-07-06T11:53:19Z","snapshot_observed_at":"2026-08-13T13:55:48.903163Z","submitted_at":"2022-10-26T17:54:20Z","title":"DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.14896","snapshot_observed_at":"2026-08-11T23:23:08.518119Z","title":"Diffusiondb: A large- scale prompt gallery dataset for text-to-image generative models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.518119Z"},"links":{"cited_paper":"/paper/2210.14896","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:c231ebfc98511c9d51003cb3ca50439bdd0c76f5b77368eb9b3c769fd0372d94","observation_id":"aa2c0560-cf16-4484-a65a-5a05886e6490","resolution":{"observed_at":"2026-08-11T23:23:08.518119Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.20030","last_updated":"2023-07-04T03:52:06Z","snapshot_observed_at":"2026-08-13T11:28:06.585331Z","submitted_at":"2023-05-31T17:00:31Z","title":"Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.20030","snapshot_observed_at":"2026-08-11T23:23:08.524166Z","title":"Tree-ring watermarks: Fingerprints for diffusion images that are invisible and robust","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.524166Z"},"links":{"cited_paper":"/paper/2305.20030","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:80a625b3b61875de1b06c12fd2fcd2c02577e2300e1b899b5cef1850d6789153","observation_id":"9883aa78-ab69-476c-a68d-fcd9b67020df","resolution":{"observed_at":"2026-08-11T23:23:08.524166Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.09026","last_updated":"2024-06-13T12:01:28Z","snapshot_observed_at":"2026-08-12T23:43:42.056755Z","submitted_at":"2024-06-13T12:01:28Z","title":"Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.09026","snapshot_observed_at":"2026-08-11T23:23:08.529243Z","title":"Steganalysis on digital watermarking: Is your defense truly impervious? arXiv preprint arXiv:2406.09026, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.529243Z"},"links":{"cited_paper":"/paper/2406.09026","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:6677fea0b3ab46fe12d678caa5c990130e479cf39f1c998de59c03ba91393a2c","observation_id":"34e44f2b-5f0a-4381-95b8-5f16e4bb7b52","resolution":{"observed_at":"2026-08-11T23:23:08.529243Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.101114Z","title":"Bisenet: Bilateral segmentation network for real-time semantic segmentation","venue":null,"work_id":"a0c73f6d-6d4d-4b8e-ab54-c0448dd989fa","year":2018},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.534236Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:cb0efb2f1068a8dfd6442e2024357b719c6fbc4bb975a4b7546e23da32caee98","observation_id":"eff3b9b4-6eff-4cbf-a4cf-235c42e40614","resolution":{"observed_at":"2026-08-11T23:23:09.106195Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1909.01285","last_updated":"2019-09-03T16:28:40Z","snapshot_observed_at":"2026-08-14T05:20:18.043361Z","submitted_at":"2019-09-03T16:28:40Z","title":"Robust Invisible Video Watermarking with Attention","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1909.01285","snapshot_observed_at":"2026-08-11T23:23:08.539207Z","title":"Robust invisible video watermarking with attention","venue":null,"work_id":null,"year":1909},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.539207Z"},"links":{"cited_paper":"/paper/1909.01285","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:f5fdd35433ec4171375338eab48287f68e6d0622dd807a211d4fa895005f4127","observation_id":"ad2a25af-8124-481c-a4fb-c97838b425e0","resolution":{"observed_at":"2026-08-11T23:23:08.539207Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:08.545185Z","title":"The unreasonable effectiveness of deep features as a perceptual metric","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.545185Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:6f808831ccbbf458a3425ea41efa24c6eb29545d19aa71afd636436842ba0185","observation_id":"ae8f99bb-3493-4f88-adbb-7685f4088f80","resolution":{"observed_at":"2026-08-11T23:23:08.545185Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.01953","last_updated":"2024-10-31T17:47:21Z","snapshot_observed_at":"2026-08-14T06:14:08.430515Z","submitted_at":"2023-06-02T23:29:28Z","title":"Invisible Image Watermarks Are Provably Removable Using Generative AI","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.01953","snapshot_observed_at":"2026-08-11T23:23:08.549834Z","title":"Invisible image watermarks are provably removable using generative ai","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.549834Z"},"links":{"cited_paper":"/paper/2306.01953","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:b821d8a94aa7b0d902894751d3add5f7741f34b3f907f6631f6af323d704c219","observation_id":"d0d6ae14-3aa5-41e7-afd8-0f37fec0fad6","resolution":{"observed_at":"2026-08-11T23:23:08.549834Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.10137","last_updated":"2023-10-15T10:04:38Z","snapshot_observed_at":"2026-08-14T04:54:51.698830Z","submitted_at":"2023-03-17T17:25:10Z","title":"A Recipe for Watermarking Diffusion Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.10137","snapshot_observed_at":"2026-08-11T23:23:08.555496Z","title":"A recipe for watermarking diffusion models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.555496Z"},"links":{"cited_paper":"/paper/2303.10137","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:93506e0f1d9ce798362de0d4902156061a117f1c4c944d2b6e27e33f00b0a53e","observation_id":"deb04dac-2531-4588-b51b-9f3260199872","resolution":{"observed_at":"2026-08-11T23:23:08.555496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1807.09937","last_updated":"2018-07-26T03:25:15Z","snapshot_observed_at":"2026-07-06T06:52:23.664756Z","submitted_at":"2018-07-26T03:25:15Z","title":"HiDDeN: Hiding Data With Deep Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1807.09937","snapshot_observed_at":"2026-08-11T23:23:08.561494Z","title":"Hidden: hiding data with deep networks","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.561494Z"},"links":{"cited_paper":"/paper/1807.09937","citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:35e26a9c453d7210fb6cbb271b390d9661faa90494aab0ac50ee1d519ebab07a","observation_id":"68dbc82d-34af-447a-b549-216f582b80d6","resolution":{"observed_at":"2026-08-11T23:23:08.561494Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T23:23:09.074280Z","title":null,"venue":null,"work_id":"d3d13eeb-58c5-4c22-9816-dd18a6d33a23","year":null},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.567866Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:01e945b457fc24e6c10db105422cb2088e2a2c1c9c90cb21c0ceef81e2ad27c5","observation_id":"9b955f3f-e70e-4ac8-a3e4-c618fbab9d41","resolution":{"observed_at":"2026-08-11T23:23:09.079101Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+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":"2026-08-11T23:23:09.059541Z","title":null,"venue":null,"work_id":"b50da47e-bbce-4c51-97b8-4fd5f4dcace6","year":null},"citing_paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-11T23:23:08.572968Z"},"links":{"citing_paper":"/paper/2412.02576"},"observation_digest":"sha256:8fb724b651985421ff9f780b92612265c2a8216af135ec96088d820afe356d4a","observation_id":"2a7180e0-3e10-47fb-98df-c0d832d6b020","resolution":{"observed_at":"2026-08-11T23:23:09.064117Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.02576","last_updated":"2024-12-03T17:02:49Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-13T17:18:13.744749Z","submitted_at":"2024-12-03T17:02:49Z","title":"The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis"},"reference_resolution":{"displayed":54,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":24,"verified_exact":1,"verified_fuzzy":29},"total_outbound_references":54},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2412.02576."}