Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T21:03:18.603106Z
Paper Citation Record · LEDGER
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents
As of 10 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2501.19206.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-19T04:54:18.327034Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-19T04:57:04.549245Z
Reference resolution
47 of 47 outbound references displayed
- verified exact1
- verified fuzzy35
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cb44cae2-b525-42cb-a782-bf763f9c95f9 · outbound
This paper cites write newline.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.378795Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cfd9ccf-5307-45a2-8a4e-be79e64776d0 · outbound
This paper cites Reward Shaping for Happier Autonomous Cyber Security Agents.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Reward Shaping for Happier Autonomous Cyber Security Agents
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.338835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d3d0e24b-43fa-4381-917e-f5e0e5b70afb · outbound
This paper cites and Weibull, J.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Weibull, J
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.323714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a4d12ed2-6126-4374-ad56-a8257bab7a1e · outbound
This paper cites On the complexity of iterated weak dominance in constant-sum games.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents On the complexity of iterated weak dominance in constant-sum games
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.308265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0e26abe1-34be-4e7c-b11b-1ccb26130c58 · outbound
This paper cites and Sandholm, T.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Sandholm, T
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.292773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4bbedb9a-5565-480f-bd0b-c4bbcde541ea · outbound
This paper cites D., and Kamhoua, C.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents D., and Kamhoua, C
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.276555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1aaa6dcb-2cb6-460d-97ac-30cb15d83a07 · outbound
This paper cites and Toni, F.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Toni, F
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.258583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c5995669-2ec3-4e4e-80a0-ed2c4ebf33af · outbound
This paper cites and Caarls, W.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Caarls, W
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.243116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c08fa0a6-d5c6-4267-afd6-23959b0d1cb1 · outbound
This paper cites Generative Adversarial Nets.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Generative Adversarial Nets
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.227192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b2707398-4710-41ae-a7b2-79debc538f23 · outbound
This paper cites and Kudenko, D.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Kudenko, D
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.212815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6bc6a3e4-586e-4757-a132-6e7478baf722 · outbound
This paper cites and Kudenko, D.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Kudenko, D
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.198687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0cb717aa-c989-4c9c-b4d8-b762a2825b70 · outbound
This paper cites Pre-trained models: Past, present and future.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Pre-trained models: Past, present and future
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.439447Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6a58262-2759-4a7a-8a62-2b2c4800953c · outbound
This paper cites CardiffUni - TTCP CAGE Challenge 2 Winning Submission.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents CardiffUni - TTCP CAGE Challenge 2 Winning Submission
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.173240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7ac075c6-5336-4bae-b7f2-64319e45c2cf · outbound
This paper cites Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.158119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6aaa5775-ba7e-4c4b-ba0c-5ecb831b5ebf · outbound
This paper cites On Autonomous Agents in a Cyber Defence Environment.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents On Autonomous Agents in a Cyber Defence Environment
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.454600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1522491-f0ff-42b8-98e9-8227cdbf22eb · outbound
This paper cites KEEP: A GNN-based PPO Model for MARL.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents KEEP: A GNN-based PPO Model for MARL
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.141623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9226fb43-62a2-4502-9233-19e5a170ec4b · outbound
This paper cites and Bowman, B.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Bowman, B
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.125919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a2234ef5-4414-4bdb-a51e-da1ee9f00e20 · outbound
This paper cites an unresolved cited work.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:03:19.111241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4589d1da-1ebb-4efc-86bf-95d909c4ea71 · outbound
This paper cites Semi-Supervised Classification with Graph Convolutional Networks.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Semi-Supervised Classification with Graph Convolutional Networks
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.471509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5eb17ccf-5740-4699-b01d-82c133931b0e · outbound
This paper cites On the elimination of dominated strategies in stochastic models of evolution with large populations.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents On the elimination of dominated strategies in stochastic models of evolution with large populations
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.096035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e78e28f-1c24-4607-8b77-efe7c87027bc · outbound
This paper cites A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.081495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c71c268-6abf-4a69-a86d-8d97c15fc68d · outbound
This paper cites Solving large-scale pursuit-evasion games using pre-trained strategies.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Solving large-scale pursuit-evasion games using pre-trained strategies
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.065986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b69812c7-7dfa-49f3-89ba-453444c25cfd · outbound
This paper cites Neu PL : Neural Population Learning.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Neu PL : Neural Population Learning
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.050300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fe369aac-6a12-47ed-9201-b83930386c1b · outbound
This paper cites and Llopis Sanchez, S.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Llopis Sanchez, S
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.035586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1a72b430-0883-4f14-95c4-7548331a8e0d · outbound
This paper cites B., Gordon, G.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents B., Gordon, G
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.020456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1298aacb-aabd-4c78-918e-b75c9a60232d · outbound
This paper cites C., Gralewski, L., Menzies, R., et al.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents C., Gralewski, L., Menzies, R., et al
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:19.005126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7a5866e2-b8c7-4bea-9d1b-c4978dc9dfd3 · outbound
This paper cites Non-Cooperative Games.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Non-Cooperative Games
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.989400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ff1aadc7-a20e-4a90-b254-fbf7352dd516 · outbound
This paper cites Y., Harada, D., and Russell, S.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Y., Harada, D., and Russell, S
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.974018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 46385606-7d6e-4379-ba30-e42903e466c0 · outbound
This paper cites V., Nguyen, H.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents V., Nguyen, H
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.959660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c09de5ba-2b2f-410e-87be-7013c6316f46 · outbound
This paper cites Multi-Objective Reinforcement Learning for Automated Resilient Cyber Defence.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Multi-Objective Reinforcement Learning for Automated Resilient Cyber Defence
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T21:03:18.697595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c3200af1-7467-470e-a956-d5a0a15151ce · outbound
This paper cites A., Savani, R., Gallego, J., Pol, E.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents A., Savani, R., Gallego, J., Pol, E
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.944459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2d0ffab0-ab03-4636-a672-670580b5b2a2 · outbound
This paper cites Deep Reinforcement Learning for Autonomous Cyber Defence: A Survey.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Deep Reinforcement Learning for Autonomous Cyber Defence: A Survey
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.529361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7381048-b024-4866-a75a-9bd890685004 · outbound
This paper cites and Alstr m, P.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Alstr m, P
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.927380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation aa0c7b25-7133-4890-a90c-af1b37456920 · outbound
This paper cites Proximal Policy Optimization Algorithms.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Proximal Policy Optimization Algorithms
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.539488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d4cf3b7-35dd-408a-b1b6-775fa1356f85 · outbound
This paper cites Cyberbattlesim.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Cyberbattlesim
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.911266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dd6510c6-e8aa-49e7-82de-c4f9eec6042f · outbound
This paper cites Adversarial agent-learning for cybersecurity: a comparison of algorithms.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Adversarial agent-learning for cybersecurity: a comparison of algorithms
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.895624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation aafe204e-9a73-47ad-9252-53397129a322 · outbound
This paper cites an unresolved cited work.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:03:18.879471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 552bf755-5c56-49aa-8d50-16847df2e56f · outbound
This paper cites J., Kim, J., and Marriott, D.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents J., Kim, J., and Marriott, D
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.863374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 05ef063c-c244-493a-a0da-5cd3fba474a1 · outbound
This paper cites an unresolved cited work.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.564339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8ae57bb-ac94-400f-b337-392c29edabec · outbound
This paper cites Entity-based Reinforcement Learning for Autonomous Cyber Defence.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Entity-based Reinforcement Learning for Autonomous Cyber Defence
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.838318Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b5793bcc-bd18-40a2-b43c-5ec1ac77febd · outbound
This paper cites Cascaded reinforcement learning agents for large action spaces in autonomous penetration testing.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Cascaded reinforcement learning agents for large action spaces in autonomous penetration testing
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.821703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3dd830bf-e87c-4bdf-a37b-80e104a529e9 · outbound
This paper cites TTCP CAGE Challenge 2.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents TTCP CAGE Challenge 2
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.805216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f68240da-9f80-42ba-b2c3-e3d7362c192f · outbound
This paper cites TTCP CAGE Challenge 4.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents TTCP CAGE Challenge 4
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.790041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 45eeb68a-c31b-4d33-9b04-3caab5834a62 · outbound
This paper cites Zur Theorie der Gesellschaftsspiele.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Zur Theorie der Gesellschaftsspiele
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.774932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dd352808-cda7-440a-9404-9150be28063a · outbound
This paper cites and Morgenstern, O.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents and Morgenstern, O
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:03:18.760635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8dff585-fec0-43c3-8275-3857210410d7 · outbound
This paper cites Automated Cyber Defence: A Review.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Automated Cyber Defence: A Review
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:03:18.598127Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61602495-a281-402d-8c4c-96d09d9cd2cb · outbound
This paper cites an unresolved cited work.
An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:03:18.746278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
Observation 35d9aa1d-1e04-401a-bb1d-0caee049ff53 · inbound
Adaptive Network Security Policies via Belief Aggregation and Rollout cites this paper.
Adaptive Network Security Policies via Belief Aggregation and Rollout An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T04:57:04.551946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.