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Paper Citation Record · LEDGER

Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2403.10570.

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

pith.paper-citation-record.v1
2403.10570 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:42:19.927977Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:33:32.915901Z

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 1c12acd6-cfa6-429b-876c-2f15ff6b87ac · inbound

When to Deceive: A Cross-Layer Stackelberg Game Framework for Strategic Timing of Cyber Deception cites this paper.

When to Deceive: A Cross-Layer Stackelberg Game Framework for Strategic Timing of Cyber Deception Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T13:42:19.927977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:42:19.927977Z digest=sha256:bbfec29761226071fda622346b16fec76534e876b9250a2e9685e407e11b3613

Observation b2f8f36a-3b18-4eee-9a36-f6a06162c483 · inbound

A Multi-Resolution Dynamic Game Framework for Cross-Echelon Decision-Making in Cyber Warfare cites this paper.

A Multi-Resolution Dynamic Game Framework for Cross-Echelon Decision-Making in Cyber Warfare Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T20:47:23.616507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:47:23.616507Z digest=sha256:83697150024de18482c124f5163aedd1df35cf4bce04a8341601a7b6561b75a4

Observation e7b4880d-d47e-4c72-9213-efaede1ad5c9 · inbound

In-Context Reinforcement Learning via Communicative World Models cites this paper.

In-Context Reinforcement Learning via Communicative World Models Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T22:39:48.504727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T22:39:48.504727Z digest=sha256:b312311e5007339d66e139897278476d69749ef1dbfda2d1bc0659eca9538433

Observation 55e40317-4848-472f-9578-8eee473f9f4d · inbound

Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization cites this paper.

Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T18:48:17.882520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:48:17.882520Z digest=sha256:f28bec7a64e5a5c56bc6b89d8310e57623ce599a9d38155045f32453b5ef2fa6

Observation b080e95a-8e2f-4b58-b047-841df921a886 · inbound

Guarding Against Malicious Biased Threats (GAMBiT) Experiments: Revealing Cognitive Bias in Human-Subjects Red-Team Cyber Range Operations cites this paper.

Guarding Against Malicious Biased Threats (GAMBiT) Experiments: Revealing Cognitive Bias in Human-Subjects Red-Team Cyber Range Operations Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T14:43:05.213280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:43:05.213280Z digest=sha256:140b077b7e8b9f274396fd088718b85a280583ab9c27c7f64ec9af771da02302

Observation 5a392426-6b99-4953-8ce3-c43c5b9f93b5 · inbound

Bi-Level Game-Theoretic Planning of Cyber Deception for Cognitive Arbitrage cites this paper.

Bi-Level Game-Theoretic Planning of Cyber Deception for Cognitive Arbitrage Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:33:33.023076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:33:29.379248Z digest=sha256:ee0c68c8bfccb6f836d74484943780689943974cb2996dc5b1db953d93d845f3