Paper Citation Record · LEDGER

Universal Concept Disruption for SAM3 Image Segmentation

As of 19 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.05983.

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

pith.paper-citation-record.v1
2608.05983 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:56:39.337951Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy6
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 911d9b37-9297-437c-a807-2306fd558a30 · outbound

This paper cites Perception encoder: The best visual embeddings are not at the output of the network.Advances in Neural Information Processing Systems, 38: 60884–60937.

Universal Concept Disruption for SAM3 Image Segmentation Perception encoder: The best visual embeddings are not at the output of the network.Advances in Neural Information Processing Systems, 38: 60884–60937

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:56:39.612663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9efa386-7cb4-4175-82ca-941e67bba6d8 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Universal Concept Disruption for SAM3 Image Segmentation Adam: A Method for Stochastic Optimization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T19:56:39.290040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf940eb-e730-49e5-9589-38cace0cded9 · outbound

This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 194–203.

Universal Concept Disruption for SAM3 Image Segmentation InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 194–203

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:56:39.528914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8070cd40-f0a1-474c-a9a2-ea16b569b4a9 · outbound

This paper cites Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples.

Universal Concept Disruption for SAM3 Image Segmentation Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T19:56:39.332098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c63573-b2ab-4591-b0ee-dbeaa939438a · outbound

This paper cites Black-BoxTargeted Adversarial Attack on Segment Anything (SAM).Trans.

Universal Concept Disruption for SAM3 Image Segmentation Black-BoxTargeted Adversarial Attack on Segment Anything (SAM).Trans

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:56:39.505598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 96821197-7975-4628-a01b-72a879e6c9b6 · outbound

This paper cites Gupta,A.;Dollar,P.;andGirshick,R.2019.

Universal Concept Disruption for SAM3 Image Segmentation Gupta,A.;Dollar,P.;andGirshick,R.2019

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:56:39.596903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04edf9c3-3dd5-4dee-858a-ff6ce3f31f3e · outbound

This paper cites an unresolved cited work.

Universal Concept Disruption for SAM3 Image Segmentation Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:56:39.578722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d47d3aaa-a670-41f3-bc78-0d53d8197345 · outbound

This paper cites InInternational conference on machine learning, 8748–8763.

Universal Concept Disruption for SAM3 Image Segmentation InInternational conference on machine learning, 8748–8763

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:56:39.544620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6bc7995-97e9-467e-95f0-9aa11b02d1ad · outbound

This paper cites Robustness of SAM: Segment Anything Under Corruptions and Beyond.

Universal Concept Disruption for SAM3 Image Segmentation Robustness of SAM: Segment Anything Under Corruptions and Beyond

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T19:56:39.314861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f000c642-53bd-40f7-a95d-29fac6f7a542 · outbound

This paper cites SAM Meets UAP: Attacking Segment Anything Model With Universal Adversarial Perturbation.

Universal Concept Disruption for SAM3 Image Segmentation SAM Meets UAP: Attacking Segment Anything Model With Universal Adversarial Perturbation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T19:56:39.278224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 005e4073-2dd9-43f1-a3c2-92ad276b534f · outbound

This paper cites SAM 3: Segment Anything with Concepts.

Universal Concept Disruption for SAM3 Image Segmentation SAM 3: Segment Anything with Concepts

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T19:56:39.263213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb33eee-8140-4a65-8ced-28eeff2f8f72 · outbound

This paper cites Long,J.;Xu,Z.;Jiang,T.;Yao,W.;Jia,S.;Ma,C.;andChen, X.2025.RobustSAM:ontheadversarialrobustnessofvision foundation models.

Universal Concept Disruption for SAM3 Image Segmentation Long,J.;Xu,Z.;Jiang,T.;Yao,W.;Jia,S.;Ma,C.;andChen, X.2025.RobustSAM:ontheadversarialrobustnessofvision foundation models

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:56:39.562045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.