Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2302.02213.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T05:47:20.991304Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T18:38:54.062212Z
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 ca5f9f67-caa0-4973-8859-38422c64b4e1 · inbound
Towards Class-wise Robustness Analysis cites this paper.
Towards Class-wise Robustness Analysis CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:47:20.991304Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5f0dd2f-68d3-493f-b573-3675135dd1bf · inbound
TRIX- Trading Adversarial Fairness via Mixed Adversarial Training cites this paper.
TRIX- Trading Adversarial Fairness via Mixed Adversarial Training CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:38:54.112505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.