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Paper Citation Record · LEDGER

"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2212.14315.

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

pith.paper-citation-record.v1
2212.14315 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:04:33.361159Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T07:02:07.961061Z

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 1d434117-3d9b-49e2-921a-e9a825aa9ec7 · inbound

LLM Cyber Evaluations Don't Capture Real-World Risk cites this paper.

LLM Cyber Evaluations Don't Capture Real-World Risk "Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T22:04:33.361159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T22:04:33.361159Z digest=sha256:a4ae265acdbfe16ab48c924ced8fa4570187ffdbe205be04423b11e4d66e60a0

Observation f1bbb703-67cd-4ead-85d5-315506eebfcf · inbound

Mobile GUI Agents under Real-world Threats: Are We There Yet? cites this paper.

Mobile GUI Agents under Real-world Threats: Are We There Yet? "Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-19T07:02:07.962662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T06:57:25.257775Z digest=sha256:d4fdb64646522663f9556744340e3e7df5151ecd30286b23ec08a15280121770

Observation 0bf5d298-f643-4924-88c2-b4ec411cc881 · inbound

Know Your Agent: Reconnaissance-Driven Pentesting of AI Agents cites this paper.

Know Your Agent: Reconnaissance-Driven Pentesting of AI Agents "Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-01T11:38:19.047650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:38:19.047650Z digest=sha256:672b78dba107e3735e045286599fd5ff16771601b4b647fb8705f0ed7f1b9dae