Paper Citation Record · LEDGER

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions

As of 9 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2509.10983.

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

pith.paper-citation-record.v1
2509.10983 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:22:05.331172Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

28 of 28 outbound references displayed

verified exact2
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d976e9e7-a221-44a8-b305-39232b6d63c8 · outbound

This paper cites Game-theoretic methods for robustness, security, and resilience of cyberphysical control systems: Games-in-games prin- ciple for optimal cross-layer resilient control systems,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Game-theoretic methods for robustness, security, and resilience of cyberphysical control systems: Games-in-games prin- ciple for optimal cross-layer resilient control systems,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.247433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14f8bad7-e88c-453a-9d80-5fb05b771ab9 · outbound

This paper cites Don’t bury your head in warnings: A game-theoretic approach for intelligent allocation of cyber- security alerts,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Don’t bury your head in warnings: A game-theoretic approach for intelligent allocation of cyber- security alerts,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.251070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d1211d-13b5-4f36-aae7-0dd476e6e44c · outbound

This paper cites On Autonomous Agents in a Cyber Defence Environment.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions On Autonomous Agents in a Cyber Defence Environment

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.254429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2395eb35-7dbb-4757-9c9f-80e94807bf8c · outbound

This paper cites Comprehensive, multi-source cyber-security events data set,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Comprehensive, multi-source cyber-security events data set,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.257813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a1b236-35d7-4c5d-ac0f-b6769fd8f530 · outbound

This paper cites An annotated review of past papers on attack graphs,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions An annotated review of past papers on attack graphs,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.261776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1c7c93-9f1f-4d83-9273-16d713950a27 · outbound

This paper cites A probabilistic computing approach of attack graph-based nodes in large-scale network,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions A probabilistic computing approach of attack graph-based nodes in large-scale network,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.264934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2edeca2c-df92-48b5-b26f-f37aa859e02e · outbound

This paper cites An online auction mechanism for cloud computing resource allocation and pricing based on user evaluation and cost,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions An online auction mechanism for cloud computing resource allocation and pricing based on user evaluation and cost,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.268480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b59281f7-9e12-4a29-afc2-dbb75fc02880 · outbound

This paper cites Alpcan and T.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Alpcan and T

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.271478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba56d0c-cc42-4063-a120-1881ffe8a4e7 · outbound

This paper cites Automated generation and analysis of attack graphs,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Automated generation and analysis of attack graphs,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.274265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dd098b1-b008-424e-a10a-32ea75233850 · outbound

This paper cites Optimal network security hardening using attack graph games,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Optimal network security hardening using attack graph games,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.277029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5547b2e-cd88-4873-8132-42df51dd8d56 · outbound

This paper cites Deep reinforcement learning for cyber security,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Deep reinforcement learning for cyber security,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.279622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5c57c20-7637-42b9-b860-1e75811693c2 · outbound

This paper cites Deep learning algorithms for cyber security applications: A survey,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Deep learning algorithms for cyber security applications: A survey,

Reference 12

Resolution: verified exact; doi, observed 2026-08-04T17:23:23.339918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54e28651-3bc2-4c4f-9a23-47e3c901826e · outbound

This paper cites Advancing Differentiable Economics: A Neural Network Framework for Revenue-Maximizing Combinatorial Auction Mechanisms.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Advancing Differentiable Economics: A Neural Network Framework for Revenue-Maximizing Combinatorial Auction Mechanisms

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.285618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f76b00-bb1a-45dd-8297-58ea37e658c9 · outbound

This paper cites Automated Cyber Defence: A Review.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Automated Cyber Defence: A Review

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.288975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a984686-d97d-4632-b44a-aae9d59af41a · outbound

This paper cites Cyberbattlesim,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Cyberbattlesim,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.291936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee0f4f2-0505-4d4a-b926-971ccb58175f · outbound

This paper cites Cyborg: A gym for the development of autonomous cyber agents,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Cyborg: A gym for the development of autonomous cyber agents,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.294924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30d36a7-ab7e-4613-bc98-6199e39aa700 · outbound

This paper cites Network Environment Design for Autonomous Cyberdefense.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Network Environment Design for Autonomous Cyberdefense

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.297719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74d2ff14-39ce-4b4e-9604-8a8b9690affd · outbound

This paper cites Eireland: Evaluating and interpreting reinforcement-learning-based network defenses,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Eireland: Evaluating and interpreting reinforcement-learning-based network defenses,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.300594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 097f81f6-45f2-4a84-978a-2c3a9da7e98f · outbound

This paper cites Autonomous network defence using reinforcement learning,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Autonomous network defence using reinforcement learning,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.303645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880fb90c-e10a-480c-b76e-8cedead6fd51 · outbound

This paper cites Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.306287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ca30fe-6700-4384-8bf1-2a26487c98b2 · outbound

This paper cites An auction-based incentivized solution against ddos attacks,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions An auction-based incentivized solution against ddos attacks,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.310114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c7867d-89b3-4b57-bba2-4d15d6a7c09e · outbound

This paper cites Optimal auctions through deep learning,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Optimal auctions through deep learning,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.316330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f4acdbc-a5f4-434a-9836-9f368b6180d2 · outbound

This paper cites A Permutation-Equivariant Neural Network Architecture For Auction Design.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions A Permutation-Equivariant Neural Network Architecture For Auction Design

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.319330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24cfdf45-b7a5-483f-b1b3-496220518cdd · outbound

This paper cites Optimal-er auctions through attention,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Optimal-er auctions through attention,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.322743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858d79db-3ede-4d59-8a24-46e917d6d98e · outbound

This paper cites A scalable neural network for dsic affine maximizer auction design,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions A scalable neural network for dsic affine maximizer auction design,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.325694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65ec8cf3-540b-4728-91e4-b8756671ef81 · outbound

This paper cites Team cardiffuni’s cage-2 challenge submission,.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Team cardiffuni’s cage-2 challenge submission,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.328601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f6e477-3361-4442-812c-5f3d58f09ec8 · outbound

This paper cites Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T17:22:05.331172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 680a1e48-52e2-4f9d-aed2-dbf3a7a185df · outbound

This paper cites Available: https://doi.org/10.4018/JITR.2021010101.

Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions Available: https://doi.org/10.4018/JITR.2021010101

Reference 2021

Resolution: verified exact; doi, observed 2026-08-04T17:23:23.199249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.