Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:26.666985Z digest=sha256:ff92abfd270c7ade7d54639fdbdcc238d698808e0b872a9dff313e6dbc584081

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=sha256:848c3321af5d1b511390cb8b062d8304f4eb8e1f7915ef57a8971d1264b1b74e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:26.790625Z digest=sha256:5b005e018c5b76c8bbf7d23f9909cbe05bcda018619de310fec9e571c2febe13

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:26.865538Z digest=sha256:1054432f6938ef9b35b50b5b37b592004fd7b6f8d3c01f6fec0cbf47d2251492

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=sha256:60ed64128e1b5dff6cf8839c64cd072ab59cfa35412bb3234eb320f87a453526

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=sha256:44fda5581014f8b3777c9f6a2ef0ea18ebb9b26ca895537ec8754d800337e122

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:27.130612Z digest=sha256:daf742036db46e024ac87581fbf8d3d3b6d93a8b7ff9d81b5f4d68fa050f854d

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=sha256:4b03966e7ae3fa98b58f61f6e20d2bc3ae0ce537003055b35654da3a87505212

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=sha256:55bb903dfe664b7aecade0bbb6449d1354c9b254a99fa4b54e227904a4b74da3

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:f51e1c5c57f14551e33b8b88cf6ac8862c302156728b60606c5d689e5b1c9b94

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=sha256:873d7c07d9a81199dbf154fb9024c9a7e1ed157f5f4b2f6a4e131b7347194b62

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=sha256:8218efab85d039997a890ba60efca8fb8439c24ecb15a61dba4de3626ca95f60

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:b94555f8bd42f627c21be4dc3a0a3169caf4e2445d74173bb73aca51f4428a88

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:27.840090Z digest=sha256:71baab6d06d871bfc72ac0bcee9ea88262297e2d2ead05cefcc127031a7de64c

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:28.002185Z digest=sha256:989167f6f846f8c5386a50f4dc0d59b22d706cb636ba3d0a98213c937af9aa7f

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=sha256:9f4fe6a926592cef179b532f1dc78b54947bf7d66374cef8cd95435900cc9151

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:28.395457Z digest=sha256:82aee0a1d33fa1ab3fb7c1969952862177a93d36cedb35bc531cd8b791334c63

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:ddb993c27254f05f703c6fccd5cff3aba78ee0f122896a38cc7b9ce38dc78678

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T23:33:28.727588Z digest=sha256:9297810f89b22a45c925826f049ad9c4e65d14cce5bbc46ca986d137d68994fd

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:eace629ef7af14fbadd1f4b2b9aba6ce6ecf0c69ccf3fb8d7e040c0608bdee59

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=sha256:344f6b1d205d8c2af5c52d7aa7d0d68937131116f70388149ecc3df0420f00c2

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:a5dfad97ec8b61ca2ee0865e4c022da95c3a1349237cffe782a14a5a8cfdc357

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=sha256:159181033b12947db1a08965b76a4f26ea5f4202ffda281bf12b9c5fc0542cbc

Pith citing papers

No inbound Pith citation observations are available.