Paper Citation Record · LEDGER

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity

As of 7 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2506.21688.

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

pith.paper-citation-record.v1
2506.21688 v3

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:26:58.925706Z

measured 39 of 39 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact1
verified fuzzy26
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0dae974c-e852-4771-9cda-afc9cebd004a · outbound

This paper cites Improving Homeland Security Decisions2, 485 (2017).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Improving Homeland Security Decisions2, 485 (2017)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:06.660490Z

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.

Observation 7a794023-11bb-477f-8f53-029f370dbf66 · outbound

This paper cites FlipDyn in Graphs: Resource Takeover Games in Graphs.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity FlipDyn in Graphs: Resource Takeover Games in Graphs

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:26:59.963387Z

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.

Observation 589775d2-8c39-4166-8259-93bae5dd252d · outbound

This paper cites science 286, 509-512.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity science 286, 509-512

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:06.503471Z

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.

Observation 16275b50-c0ce-4267-a05b-7d0d5a782082 · outbound

This paper cites Policy Space Response Oracles: A Survey.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Policy Space Response Oracles: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:26:56.547852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e426db3-1b2d-434c-93e4-2ab502653fe5 · outbound

This paper cites an unresolved cited work.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:27:06.358675Z

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.

Observation 450b53b3-c515-4915-88b6-499151bff1a6 · outbound

This paper cites In: Proceedings of the 2013 ACM SIGSAC Conference on Computer & Communications Security.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: Proceedings of the 2013 ACM SIGSAC Conference on Computer & Communications Security

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:06.193706Z

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.

Observation 8d7d93e0-3faa-4adf-a60b-4c970df818a5 · outbound

This paper cites In: IJCAI.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: IJCAI

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:06.016256Z

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.

Observation b49b44ce-7932-44e3-886e-3da3a54b5165 · outbound

This paper cites Using Camouflaged Cyber Simulations as a Model to Ensure Validity in Cybersecurity Experimentation.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Using Camouflaged Cyber Simulations as a Model to Ensure Validity in Cybersecurity Experimentation

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:26:59.661216Z

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.

Observation b1b010a5-43a3-414f-87d8-d69763e2add7 · outbound

This paper cites Decision Support Systems59, 93–102 (2014).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Decision Support Systems59, 93–102 (2014)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:05.824856Z

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.

Observation ee075fc8-2c9f-4709-a396-7c475b64eaf0 · outbound

This paper cites Networks: An International Journal40(2), 97–111 (2002).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Networks: An International Journal40(2), 97–111 (2002)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:05.663460Z

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.

Observation 371146fb-f1d8-424d-98b8-3ffeca781bbf · outbound

This paper cites In: AAAI conference on artificial intelligence.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: AAAI conference on artificial intelligence

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:05.512250Z

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.

Observation a86d3c16-39d4-4b1f-9cff-138c4c720e85 · outbound

This paper cites In: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems-Volume 1.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems-Volume 1

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:05.346573Z

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.

Observation 815051b1-1672-4c0d-8b52-b4a08bd105de · outbound

This paper cites In: International Conference on Autonomous Agents and Multiagent Systems.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: International Conference on Autonomous Agents and Multiagent Systems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:05.185598Z

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.

Observation 59c8192d-9d27-4493-b86c-d348fc1c3d77 · outbound

This paper cites Advances in neural information processing systems 30(2017).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Advances in neural information processing systems 30(2017)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:05.035361Z

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.

Observation 74e6719d-25cb-4b04-bcec-c2a824af3d35 · outbound

This paper cites ACM Computing Surveys47(2), 1–38 (2014).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity ACM Computing Surveys47(2), 1–38 (2014)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:04.849148Z

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.

Observation d79c9904-6733-40f3-b16c-a9ac4ddd0db1 · outbound

This paper cites In: AAMAS.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: AAMAS

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:04.678137Z

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.

Observation f5052e52-cb8a-48c8-a6c6-9c85dcd3c4e8 · outbound

This paper cites an unresolved cited work.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:27:04.492427Z

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.

Observation 3877215f-c02c-44f7-bde4-423fd37df9bd · outbound

This paper cites IEEE International Conference on Data Mining pp.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity IEEE International Conference on Data Mining pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:04.294572Z

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.

Observation 138dd832-8962-4958-81c5-fa7ffcef3a02 · outbound

This paper cites In: IEEE International Carnahan Conference on Security Technology.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: IEEE International Carnahan Conference on Security Technology

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:04.064910Z

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.

Observation dfc87dfe-afb6-47ba-9343-fcea9091647c · outbound

This paper cites an unresolved cited work.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:27:03.843240Z

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.

Observation 7d10b3e2-6cda-4916-9001-125a7f11882f · outbound

This paper cites In: International Conference on Machine Learning (1999).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: International Conference on Machine Learning (1999)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T22:26:57.479727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f93a0c-4adf-4fcc-ab7c-751dfd58279e · outbound

This paper cites In: IEEE International Con- ference on Communications.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: IEEE International Con- ference on Communications

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:03.630764Z

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.

Observation 68cbcf34-baea-4880-a863-973a8583f032 · outbound

This paper cites In: AAAI Conference on Artificial Intelligence.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: AAAI Conference on Artificial Intelligence

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:03.423574Z

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.

Observation 4cb2bbff-ba4d-45ec-b7bf-d1e54fdf1447 · outbound

This paper cites IEEE Conference on Communications and Network Security pp.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity IEEE Conference on Communications and Network Security pp

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:03.269569Z

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.

Observation 008442b8-e8e8-4f66-bd45-0d5b6587781b · outbound

This paper cites an unresolved cited work.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:27:03.134060Z

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.

Observation 6fb01076-8d8d-4a6b-9cb5-dae1016a62e9 · outbound

This paper cites In: International Joint Conference on Artificial Intelligence (2018).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: International Joint Conference on Artificial Intelligence (2018)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:02.903996Z

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.

Observation 741a7146-d1b6-49af-9b19-1a97b28382b9 · outbound

This paper cites IEEE Transactions on power systems24(1), 96–104 (2009).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity IEEE Transactions on power systems24(1), 96–104 (2009)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:02.731335Z

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.

Observation 7339e751-cc2e-4c4f-bd2d-67a0688b91eb · outbound

This paper cites In: Joint Workshop on Cyber- Physical Security and Resilience in Smart Grids (10 2016).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: Joint Workshop on Cyber- Physical Security and Resilience in Smart Grids (10 2016)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:02.541105Z

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.

Observation e02046a6-72c1-4c14-aa55-bbd90c61c7e5 · outbound

This paper cites Journal of Cybersecurity (2019).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Journal of Cybersecurity (2019)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:02.243332Z

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.

Observation 30a98a79-d17f-46d1-8318-342ca7cf70bf · outbound

This paper cites In: International Joint Conference on Artificial Intelligence.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: International Joint Conference on Artificial Intelligence

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:01.926178Z

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.

Observation d3e0f6cb-31ca-4e0b-834b-692197ec178a · outbound

This paper cites CybORG: A Gym for the Development of Autonomous Cyber Agents.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity CybORG: A Gym for the Development of Autonomous Cyber Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T22:26:58.324534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ce03449-2d2f-471c-91dc-ef02348810b1 · outbound

This paper cites an unresolved cited work.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:27:01.688381Z

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.

Observation cb6be02a-012f-4304-88df-ffb411124b47 · outbound

This paper cites In: AAAI Conference on Artificial Intelligence.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity In: AAAI Conference on Artificial Intelligence

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:01.454398Z

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.

Observation 15fa72fd-dbaa-4d4d-809d-0fc38ad64b4e · outbound

This paper cites and international partners publish cybersecurity advisory on people’s republic of china state- sponsored hacking of u.s.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity and international partners publish cybersecurity advisory on people’s republic of china state- sponsored hacking of u.s

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:01.254237Z

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.

Observation 7c209963-5538-46dc-bce6-5b6736076230 · outbound

This paper cites Sensors20, 7148 (12 2020).

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Sensors20, 7148 (12 2020)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:01.051118Z

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.

Observation c9158db9-38fb-46d5-862e-5b79c4231d49 · outbound

This paper cites Development of Cybersecurity Simulator-Based Platform for the Protection of Critical Infrastructures.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Development of Cybersecurity Simulator-Based Platform for the Protection of Critical Infrastructures

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:26:59.389073Z

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.

Observation 53cd4f77-5daf-4081-b933-0f784cae2c3d · outbound

This paper cites Adaptive Autonomous Secure Cyber Systems pp.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Adaptive Autonomous Secure Cyber Systems pp

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:27:00.705738Z

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.

Observation a87a4f3e-02e9-4ae8-9d81-e2d6946071f8 · outbound

This paper cites an unresolved cited work.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:27:00.317209Z

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.

Observation 1c3510be-7aae-4c26-b2e3-64dbb07f69cf · outbound

This paper cites Heterogeneous Learning in Zero-Sum Stochastic Games with Incomplete Information.

CyGym: A Simulation-Based Game-Theoretic Analysis Framework for Cybersecurity Heterogeneous Learning in Zero-Sum Stochastic Games with Incomplete Information

Reference 39

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:26:59.080999Z

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.

Pith citing papers

No inbound Pith citation observations are available.