Pith. sign in

Paper Citation Record · LEDGER

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2608.03207.

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

pith.paper-citation-record.v1
2608.03207 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:33:29.427627Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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 fuzzy7
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73813238-6b22-418d-aa7e-4f51728c2248 · outbound

This paper cites Proceedings of the Conference on Robot Learning , pages=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Proceedings of the Conference on Robot Learning , pages=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:33:32.584826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:26.666985Z digest=sha256:ca37fb626e8e569960a35326ecdd2932af4722e140df672868b982ed7f90f41f

Observation f9f28eaf-a9b6-4ab1-a0a9-0f300547bda3 · outbound

This paper cites an unresolved cited work.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:26.703849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:26.703849Z digest=sha256:09e6db53011e7dec4ad4815f5cd9db6718355e68d8df77072eb5ecba4670a58d

Observation 316873e7-145c-4b38-9f96-74cb434c7ec8 · outbound

This paper cites an unresolved cited work.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:33:32.246767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:26.790625Z digest=sha256:68d73102d71c05b611b1fbb523f760c58eba1f2226fee5298f5ff5527678c535

Observation 098d09f7-fe0f-4324-b3dd-e76fa76d9591 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:33:31.897618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:26.865538Z digest=sha256:6fbfe245b4606c9b5b3b363fee4d80c99d4530737caea4508553bb2a409e0b0d

Observation 779a8f2d-184b-45f5-b6ac-b8eb83d41653 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:26.936190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:26.936190Z digest=sha256:932857cbca57a783bb9524b02002921128e70e0d6f8ba8bdbc482e55aeeeef07

Observation ca0a493b-4be0-410f-9149-d9ad1ae3c522 · outbound

This paper cites arXiv preprint arXiv:2511.16203 , year=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack arXiv preprint arXiv:2511.16203 , year=

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:27.027606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:27.027606Z digest=sha256:81f6f556f73ffcbce03cf5bd0d906445b00921117140fbc35eeef4cc3a4a60b6

Observation 169b96a9-1341-409e-9fb2-6db155dc9d5d · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:33:31.562464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:27.130612Z digest=sha256:119e32dbf87e973c267a731ef00229e7239d467cd4d0c10a127f5a650fe2371e

Observation 45431cd7-4dec-4705-9f6f-ffc1c507e3ba · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Advances in Neural Information Processing Systems , volume=

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:27.204886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:27.204886Z digest=sha256:9d363670f3d2d30b014dc8c36c92dbdebae0732ce7bc7885ed95e5aad3e8fef4

Observation cd7315fb-7147-4d86-8d34-4cb35f389cc3 · outbound

This paper cites Conference on Robot Learning , pages=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Conference on Robot Learning , pages=

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:27.304749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:27.304749Z digest=sha256:4384e40bf957cf92f48a73dd27083b884daade47971428a72ba07e6a9a1a12e2

Observation 4e8a9557-ae57-4e84-b788-2bfa66574fc2 · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack RT-1: Robotics Transformer for Real-World Control at Scale

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:27.395589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:27.395589Z digest=sha256:23d1a2aac0f4264384644ae7030bec056d4da81552d35311d02f45ffcebf649f

Observation ee6f189d-5b59-41b7-88b5-131986575e56 · outbound

This paper cites Conference on Robot Learning , pages=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Conference on Robot Learning , pages=

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:27.497120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:27.497120Z digest=sha256:37b3519b29a85bc074fc33f61bc59386b931f48be0defb56f84ab4e26c6851a3

Observation 8d90a0ae-f148-458c-b9f0-1efb9cd84094 · outbound

This paper cites The International Journal of Robotics Research , volume=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack The International Journal of Robotics Research , volume=

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:27.625316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:27.625316Z digest=sha256:edb41c2daa69bc7f2f9a233c5ceab48e414390fc5e9911522dd102144af5a48e

Observation ab77e6de-c8fd-4de5-8a41-9150ade75ebe · outbound

This paper cites Octo: An Open-Source Generalist Robot Policy.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Octo: An Open-Source Generalist Robot Policy

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:27.714859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:27.714859Z digest=sha256:754cbb48a4d28c4101b4b5e83cdf6b346b960186c4d069bc01bddb63c53535d2

Observation 0d4303fe-03ba-458c-a318-bf58526b058c · outbound

This paper cites International Conference on Machine Learning , year=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack International Conference on Machine Learning , year=

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:33:31.258903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:27.840090Z digest=sha256:fe3c7d119cb52cd587efde6d8785b1d7cc5e7c396113e4cc29766637e97e38b8

Observation 7030f809-20f3-48ac-b3dc-8b75113077b2 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Advances in Neural Information Processing Systems , volume=

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:33:30.851071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:28.002185Z digest=sha256:428854ba5103bbaf6b052e2f5e1e5ecb91651374cf6d95c7953616fef0e001ee

Observation cb08f898-b175-4266-9da1-8098751d4324 · outbound

This paper cites arXiv preprint arXiv:2510.13237 , year=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack arXiv preprint arXiv:2510.13237 , year=

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:28.234799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:28.234799Z digest=sha256:527220974770f04a29f9eba8099fb85976b79eff30db8472304ac7eba886db77

Observation 515c2c63-7517-43a3-8799-fd12e8d331fa · outbound

This paper cites International Conference on Learning Representations , year=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack International Conference on Learning Representations , year=

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:33:30.517429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:28.395457Z digest=sha256:c77c69e78f69bf1c92fe02d33d0ab83e46aaabf32b6bb599c129f160f8f0df98

Observation d8894222-796d-4019-834d-cfedfc1712a5 · outbound

This paper cites Adversarial Attacks on Robotic Vision Language Action Models.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Adversarial Attacks on Robotic Vision Language Action Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:28.586419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:28.586419Z digest=sha256:a186dc0b2a23463a8efbdc16eaba0942901082da649b2eb8a173816501293cfa

Observation bbfa324a-db9f-49e0-8b06-de4d6c5fdaa0 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Advances in Neural Information Processing Systems , volume=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:33:30.241050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:33:28.727588Z digest=sha256:85b762cfe71b9de7c1335a50cbfc6f1665527fcac642651e35c75c952be44ac4

Observation c376ea6e-1edb-4483-ac08-ac58df11d6cf · outbound

This paper cites arXiv preprint arXiv:2510.09269 , year=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack arXiv preprint arXiv:2510.09269 , year=

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:28.882979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:28.882979Z digest=sha256:334a707fd2cb64552323be8a8399c0f96a23853711dda5eef74e09a8330ea4f9

Observation 6b532abc-2711-41c7-9819-96d6af5b7a78 · outbound

This paper cites arXiv preprint arXiv:2510.10932 , year=.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack arXiv preprint arXiv:2510.10932 , year=

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:29.078076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:29.078076Z digest=sha256:1f895425999e329b49b14131cae2fd6bde06e4cb01a96184a97be2c635e01054

Observation d94a875e-b71d-4e13-967a-c82043f4c59e · outbound

This paper cites A study of the effect of JPG compression on adversarial images.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack A study of the effect of JPG compression on adversarial images

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:29.290843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:29.290843Z digest=sha256:300064171c3e74851be04613952be07abaa0155fec8a8aba60012f57c2a41626

Observation fcd58a4a-5afb-44bb-be00-95d59d84223b · outbound

This paper cites Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression.

DRIFT: Derailing Denoising Trajectories of Flow-Matching VLAs with Adversarial Patch Attack Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T23:33:29.427627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:33:29.427627Z digest=sha256:b0f15e4ca420b8c7b64aa10c617166b0f515191b012dc5f0e571f7bf1dfb8f29

Pith citing papers

No inbound Pith citation observations are available.