Paper Citation Record · LEDGER

Statistical Collusion by Collectives on Learning Platforms

As of 11 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2502.04879.

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

pith.paper-citation-record.v1
2502.04879 v3

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:14:29.263455Z

measured 24 of 24 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

24 of 24 outbound references displayed

verified exact1
verified fuzzy19
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a78d394-6455-425f-9dc0-ed0941756328 · outbound

This paper cites write newline.

Statistical Collusion by Collectives on Learning Platforms write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T21:14:29.160142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b074261a-c430-4ca9-a972-619d31bc21ea · outbound

This paper cites Politics of Adversarial Machine Learning.

Statistical Collusion by Collectives on Learning Platforms Politics of Adversarial Machine Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T21:14:29.166414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d38f26ee-7d49-4174-9c3b-c8dfc5170acb · outbound

This paper cites Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks.

Statistical Collusion by Collectives on Learning Platforms Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:14:29.325659Z

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.

Observation c62b7c60-d6f9-4bf4-b4f5-253829b0ffbf · outbound

This paper cites The role of learning algorithms in collective action.

Statistical Collusion by Collectives on Learning Platforms The role of learning algorithms in collective action

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.643064Z

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.

Observation eb92af3a-d171-40aa-8e0b-d30e375f8e84 · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

Statistical Collusion by Collectives on Learning Platforms Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T21:14:29.181100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce1aa12f-b667-4be4-964e-466d999ae149 · outbound

This paper cites E., Grosse, K., Demontis, A., Vascon, S., Zellinger, W., Moser, B.

Statistical Collusion by Collectives on Learning Platforms E., Grosse, K., Demontis, A., Vascon, S., Zellinger, W., Moser, B

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.628864Z

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.

Observation 62fca6af-8e3e-415d-bdda-551b8706a00a · outbound

This paper cites E., Grosse, K., Vascon, S., Demontis, A., Biggio, B., Roli, F., and Pelillo, M.

Statistical Collusion by Collectives on Learning Platforms E., Grosse, K., Vascon, S., Demontis, A., Biggio, B., Roli, F., and Pelillo, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.613955Z

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.

Observation 2ec3dbc3-546c-47ca-b3f9-7e0175e599bd · outbound

This paper cites and Zemel, R.

Statistical Collusion by Collectives on Learning Platforms and Zemel, R

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.599242Z

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.

Observation 77ecfd8d-4613-45b7-a684-79d91fdd283a · outbound

This paper cites Backdoor smoothing: Demystifying backdoor attacks on deep neural networks.

Statistical Collusion by Collectives on Learning Platforms Backdoor smoothing: Demystifying backdoor attacks on deep neural networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.584236Z

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.

Observation 526a174e-0b1a-4ccf-ae9c-b154ba6cd760 · outbound

This paper cites Badnets: Evaluating backdooring attacks on deep neural networks.

Statistical Collusion by Collectives on Learning Platforms Badnets: Evaluating backdooring attacks on deep neural networks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.565985Z

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.

Observation 28201ce5-ae40-428d-8de5-01ee73ef6528 · outbound

This paper cites An overview of backdoor attacks against deep neural networks and possible defences.

Statistical Collusion by Collectives on Learning Platforms An overview of backdoor attacks against deep neural networks and possible defences

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.551888Z

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.

Observation c11e8be2-429e-4512-a7e8-ca8c3a4ba4ba · outbound

This paper cites Strategic classification.

Statistical Collusion by Collectives on Learning Platforms Strategic classification

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.537155Z

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.

Observation 65fc483a-d2f9-493c-902c-089719961d7a · outbound

This paper cites Algorithmic collective action in machine learning.

Statistical Collusion by Collectives on Learning Platforms Algorithmic collective action in machine learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.523348Z

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.

Observation 3ea21f39-9fff-43c2-8e9e-16a9f67872f1 · outbound

This paper cites R., Ramdas, A., McAuliffe, J., and Sekhon, J.

Statistical Collusion by Collectives on Learning Platforms R., Ramdas, A., McAuliffe, J., and Sekhon, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.509138Z

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.

Observation 7c3ed7e1-6f89-472d-bb8b-b27c139d94e6 · outbound

This paper cites and Liu, W.

Statistical Collusion by Collectives on Learning Platforms and Liu, W

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.494203Z

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.

Observation caf22bee-d972-4802-9467-63409b673087 · outbound

This paper cites an unresolved cited work.

Statistical Collusion by Collectives on Learning Platforms Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:14:29.479940Z

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.

Observation ba4e85b6-ee52-4181-8cc5-0aa9e221b7e0 · outbound

This paper cites The logic of collective action: Public goods and the theory of groups.

Statistical Collusion by Collectives on Learning Platforms The logic of collective action: Public goods and the theory of groups

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.465957Z

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.

Observation aa4a8b74-4f18-4ce9-8327-20b2a8114a97 · outbound

This paper cites A comprehensive survey on poisoning attacks and countermeasures in machine learning.

Statistical Collusion by Collectives on Learning Platforms A comprehensive survey on poisoning attacks and countermeasures in machine learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.451839Z

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.

Observation 5722f2a4-7085-41bd-a21c-edfbdada6fa4 · outbound

This paper cites help users to exert ``data leverage.

Statistical Collusion by Collectives on Learning Platforms help users to exert ``data leverage

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.436901Z

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.

Observation cef49c99-edae-4134-8a02-1435b8fd941a · outbound

This paper cites `` D ata strikes”: Evaluating the effectiveness of a new form of collective action against technology companies.

Statistical Collusion by Collectives on Learning Platforms `` D ata strikes”: Evaluating the effectiveness of a new form of collective action against technology companies

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.420115Z

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.

Observation c4876c2b-65ef-4e4f-a8fa-e3151f5db9fe · outbound

This paper cites Data leverage: A framework for empowering the public in its relationship with technology companies.

Statistical Collusion by Collectives on Learning Platforms Data leverage: A framework for empowering the public in its relationship with technology companies

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.405484Z

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.

Observation 0eb7a237-25a2-42c2-b53c-7f4f454d1219 · outbound

This paper cites Demystifying poisoning backdoor attacks from a statistical perspective.

Statistical Collusion by Collectives on Learning Platforms Demystifying poisoning backdoor attacks from a statistical perspective

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.390459Z

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.

Observation a32219ab-21cd-4bc3-95ec-7164221e72ab · outbound

This paper cites Understanding backdoor attacks through the adaptability hypothesis.

Statistical Collusion by Collectives on Learning Platforms Understanding backdoor attacks through the adaptability hypothesis

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.375164Z

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.

Observation 7281ff16-12ab-4782-b616-63ccadd46c6a · outbound

This paper cites S., and Jordan, M.

Statistical Collusion by Collectives on Learning Platforms S., and Jordan, M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:14:29.359776Z

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.

Pith citing papers

No inbound Pith citation observations are available.