Paper Citation Record · LEDGER

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering

As of 23 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2512.04554.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.04554 v2

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:37:51.388667Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 14d836b5-fd69-44da-929f-dff6fc0b3669 · outbound

This paper cites Docvqa: A dataset for vqa on document images,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Docvqa: A dataset for vqa on document images,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.280952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 214d1ff8-1a21-4b16-8b4f-0065be2c91a7 · outbound

This paper cites Pix2struct: screenshot parsing as pretraining for visual language understanding,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Pix2struct: screenshot parsing as pretraining for visual language understanding,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.286936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ca0449-c02f-4df3-b3dd-d1dd02c1eb6c · outbound

This paper cites Ocr-free document understanding transformer,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Ocr-free document understanding transformer,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.291527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e386c4ce-98bb-4d13-b1b0-cc2de03eba10 · outbound

This paper cites Evasion attacks against machine learning at test time,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Evasion attacks against machine learning at test time,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.295980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f69f1149-0f4e-415c-a7d1-74ec025cca81 · outbound

This paper cites Intriguing properties of neural networks,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Intriguing properties of neural networks,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.300723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15dddbde-fd1f-4d0c-aeaf-2626f715b26d · outbound

This paper cites Scene text visual question answering,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Scene text visual question answering,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.305632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55051fe0-dfb5-4ac4-830d-cdb42ed35765 · outbound

This paper cites Wild patterns: ten years after the rise of adversarial machine learning,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Wild patterns: ten years after the rise of adversarial machine learning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.311060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed5b5170-4fcb-469e-a9f4-cc3d7f5b9d16 · outbound

This paper cites Adversarial Patch.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Adversarial Patch

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.315993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82780bc1-d6f9-46f2-be4b-0f5222c568c4 · outbound

This paper cites an unresolved cited work.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.321453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16c4f7ac-8ad0-4340-be10-ab948a5664d8 · outbound

This paper cites Towards deep learning models resistant to adversarial attacks,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Towards deep learning models resistant to adversarial attacks,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.325865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c089bb-8082-4e17-8c1c-9d61ba310fbc · outbound

This paper cites Boosting adversarial attacks with momentum,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Boosting adversarial attacks with momentum,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.330452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 975baba0-49e2-48ca-ad61-28de3c544764 · outbound

This paper cites Seeing is not believing: Camouflage attacks on image scaling algorithms,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Seeing is not believing: Camouflage attacks on image scaling algorithms,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.334838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabef7c4-0b55-404b-b2b1-f23156cc4619 · outbound

This paper cites Privacy- aware document visual question answering,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Privacy- aware document visual question answering,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.339507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b181abd-3f7f-484e-a87c-a4d7ed9ea2e1 · outbound

This paper cites Infographicvqa,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Infographicvqa,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.343789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bd4a65c-b355-4762-b323-9aae35e0fc65 · outbound

This paper cites Not what you’ve signed up for: Compromising real- world llm-integrated applications with indirect prompt injection,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Not what you’ve signed up for: Compromising real- world llm-integrated applications with indirect prompt injection,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.348433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5243e7e-9c77-41d7-9026-6eb6843d2050 · outbound

This paper cites Fooling OCR Systems with Adversarial Text Images.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Fooling OCR Systems with Adversarial Text Images

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.353057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a224cc-826e-456b-9d69-d40c71ec47af · outbound

This paper cites Adversarial preprocessing: Understanding and preventing Image-Scaling attacks in machine learning,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Adversarial preprocessing: Understanding and preventing Image-Scaling attacks in machine learning,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.357818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e67e12b-2b39-47ed-acd7-44d8e7e583f3 · outbound

This paper cites Image hijacks: Adversarial images can control generative models at runtime,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Image hijacks: Adversarial images can control generative models at runtime,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.363008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7feedf5-5323-458f-a833-239761482895 · outbound

This paper cites On the robustness of large multimodal models against image adversarial attacks,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering On the robustness of large multimodal models against image adversarial attacks,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.367885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f85f24a-b911-4774-877d-f63bc12733f5 · outbound

This paper cites On the adversarial robustness of multi-modal foundation models,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering On the adversarial robustness of multi-modal foundation models,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.372604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48f27704-d29c-40ec-a2b7-49ed3ec27dae · outbound

This paper cites Docmia: Document-level membership inference attacks against docvqa models,.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Docmia: Document-level membership inference attacks against docvqa models,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.377813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae95ebc-c1ff-4d12-b394-eaa61c3d3647 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.383186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47debdf-49d3-4da7-a8f8-fe1e44df0f81 · outbound

This paper cites Are aligned neural networks adversarially aligned?.

Counterfeit Answers: Adversarial Forgery against OCR-Free Document Visual Question Answering Are aligned neural networks adversarially aligned?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T18:37:51.388667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.