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Beyond CAGE: Investigating Generalization of Learned Autonomous Network
  Defense Policies
v1v2 (latest)

Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies

28 November 2022
M. Wolk
A. Applebaum
Camron Dennler
P. Dwyer
M. Moskowitz
Ha Nguyen
N. Nichols
Nicole Park
Paul Rachwalski
Frank Rau
A. Webster
    OffRLAAML
ArXiv (abs)PDFHTML

Papers citing "Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies"

20 / 20 papers shown
Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents
Automated Cyber Defense with Generalizable Graph-based Reinforcement Learning Agents
Isaiah J. King
Benjamin Bowman
H. H. Huang
GNN
141
1
0
19 Sep 2025
Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial Auctions
Strategic Cyber Defense via Reinforcement Learning-Guided Combinatorial AuctionsIEEE Conference on High Performance Extreme Computing (HPEC), 2025
Mai Pham
Vikrant Vaze
Peter Chin
94
0
0
13 Sep 2025
Vejde: A Framework for Inductive Deep Reinforcement Learning Based on Factor Graph Color Refinement
Vejde: A Framework for Inductive Deep Reinforcement Learning Based on Factor Graph Color Refinement
Jakob Nyberg
Pontus Johnson
OffRL
116
0
0
11 Sep 2025
Learning Optimal Defender Strategies for CAGE-2 using a POMDP Model
Learning Optimal Defender Strategies for CAGE-2 using a POMDP Model
Duc Huy Le
Rolf Stadler
96
0
0
08 Sep 2025
Adaptive Network Security Policies via Belief Aggregation and Rollout
Adaptive Network Security Policies via Belief Aggregation and Rollout
Kim Hammar
Yuchao Li
Tansu Alpcan
Emil C. Lupu
Dimitri P. Bertsekas
249
4
0
21 Jul 2025
Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms
Jared Claypoole
Steven Cheung
Ashish Gehani
V. Yegneswaran
Ahmad Ridley
AAML
151
1
0
09 Jun 2025
Large Language Models are Autonomous Cyber Defenders
Large Language Models are Autonomous Cyber DefendersConference on Algebraic Informatics (AI), 2025
Sebastián R. Castro
Roberto Campbell
Nancy Lau
Octavio Villalobos
Jiaqi Duan
Alvaro A. Cardenas
LLMAG
347
5
0
07 May 2025
On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations
On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning ImplementationsInternational Conference on Software Engineering (ICSE), 2025
Rajdeep Singh Hundal
Yan Xiao
Xiaochun Cao
Jin Song Dong
Manuel Rigger
431
0
0
28 Mar 2025
Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber Agents
Out-of-Distribution Detection for Neurosymbolic Autonomous Cyber AgentsInternational Conference on Applied Informatics and Communication (ICAIC), 2024
Ankita Samaddar
Nicholas Potteiger
Xenofon Koutsoukos
OODD
300
2
0
03 Dec 2024
Entity-based Reinforcement Learning for Autonomous Cyber Defence
Entity-based Reinforcement Learning for Autonomous Cyber Defence
Isaac Symes Thompson
Alberto Caron
Chris Hicks
V. Mavroudis
AAML
553
5
0
23 Oct 2024
Designing Robust Cyber-Defense Agents with Evolving Behavior Trees
Designing Robust Cyber-Defense Agents with Evolving Behavior TreesInternational Conference on Applied Algorithms (ICAA), 2024
Nicholas Potteiger
Ankita Samaddar
Hunter Bergstrom
Xenofon Koutsoukos
AAML
198
3
0
21 Oct 2024
Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree
  Search
Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search
K. Hammar
Neil Dhir
Rolf Stadler
277
14
0
12 Jul 2024
Structural Generalization in Autonomous Cyber Incident Response with
  Message-Passing Neural Networks and Reinforcement Learning
Structural Generalization in Autonomous Cyber Incident Response with Message-Passing Neural Networks and Reinforcement Learning
Jakob Nyberg
Pontus Johnson
207
4
0
08 Jul 2024
Canaries and Whistles: Resilient Drone Communication Networks with (or
  without) Deep Reinforcement Learning
Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning
Chris Hicks
V. Mavroudis
Myles Foley
Thomas Davies
Kate Highnam
Tim Watson
180
10
0
08 Dec 2023
Reward Shaping for Happier Autonomous Cyber Security Agents
Reward Shaping for Happier Autonomous Cyber Security Agents
Elizabeth Bates
V. Mavroudis
Chris Hicks
260
19
0
20 Oct 2023
Scalable Learning of Intrusion Responses through Recursive Decomposition
Scalable Learning of Intrusion Responses through Recursive DecompositionDecision and Game Theory for Security (GameSec), 2023
K. Hammar
Rolf Stadler
165
9
0
06 Sep 2023
Learning Cyber Defence Tactics from Scratch with Multi-Agent
  Reinforcement Learning
Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning
Jacob Wiebe
Ranwa Al Mallah
Li Li
AAML
213
16
0
25 Aug 2023
Training Automated Defense Strategies Using Graph-based Cyber Attack
  Simulations
Training Automated Defense Strategies Using Graph-based Cyber Attack Simulations
Jakob Nyberg
Pontus Johnson
AAML
140
4
0
17 Apr 2023
Automated Cyber Defence: A Review
Automated Cyber Defence: A Review
Sanyam Vyas
J. Hannay
A. Bolton
Pete Burnap
327
36
0
08 Mar 2023
Learning Near-Optimal Intrusion Responses Against Dynamic Attackers
Learning Near-Optimal Intrusion Responses Against Dynamic AttackersIEEE Transactions on Network and Service Management (TNSM), 2023
K. Hammar
Rolf Stadler
AAML
343
20
0
11 Jan 2023
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