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Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2107.10302.

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

pith.paper-citation-record.v1
2107.10302 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:14:29.171318Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T21:14:29.318511Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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

Statistical Collusion by Collectives on Learning Platforms cites this paper.

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.

source=arxiv_source observed=2026-08-08T21:14:29.171318Z digest=sha256:ae5a65c3adecf15c1dc945861596c01d1b94f80563746df96e52e4c4618109ea