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Paper Citation Record · LEDGER

Network Defense is Not a Game

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2104.10262.

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

pith.paper-citation-record.v1
2104.10262 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 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:33:41.853475Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:56:37.615950Z

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 2d67e2ba-2d96-4b53-9bcc-f17639b87197 · inbound

Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents cites this paper.

Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents Network Defense is Not a Game

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-22T13:56:37.619053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-22T13:55:36.414353Z digest=sha256:31be8b825d133a515654640511602938133756d2675f93e143f7b32b98ed8534

Observation efbcbe49-b2aa-4f38-a992-e8bb4227cad4 · inbound

A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment cites this paper.

A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment Network Defense is Not a Game

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:33:41.853475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:33:41.853475Z digest=sha256:900ad752c83941b8f924efad5e1a3cbd52d0a9fa5865ebf3313d617ab334378d

Observation c5d6bee2-a70f-49cb-9312-6b18b8366101 · inbound

Training RL Agents for Multi-Objective Network Defense Tasks cites this paper.

Training RL Agents for Multi-Objective Network Defense Tasks Network Defense is Not a Game

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T13:11:08.154209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:11:08.154209Z digest=sha256:430c3c2af66411840644d1e7ead18b9ce4c2a189ceb77cc903cb90425e2c128a