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Crown Jewels Analysis using Reinforcement Learning with Attack Graphs

Crown Jewels Analysis using Reinforcement Learning with Attack Graphs

20 August 2021
Rohit Gangupantulu
Tyler Cody
Abdul Rahman
Christopher Redino
Ryan Clark
Paul Park
ArXiv (abs)PDFHTMLGithub

Papers citing "Crown Jewels Analysis using Reinforcement Learning with Attack Graphs"

9 / 9 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
188
2
0
19 Sep 2025
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware
  Attack Simulations
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
Cheng Wang
Christopher Redino
Ryan Clark
Abdul Rahman
Sal Aguinaga
...
Dhruv Nandakumar
Roland Rao
Lanxiao Huang
Daniel Radke
Edward Bowen
238
12
0
25 Jun 2024
Discovering Command and Control (C2) Channels on Tor and Public Networks
  Using Reinforcement Learning
Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning
Cheng Wang
Christopher Redino
Abdul Rahman
Ryan Clark
Dan Radke
Tyler Cody
Dhruv Nandakumar
Edward Bowen
183
4
0
14 Feb 2024
Discovering Command and Control Channels Using Reinforcement Learning
Discovering Command and Control Channels Using Reinforcement LearningSoutheastCon (SoutheastCon), 2023
Cheng Wang
Akshay Kakkar
Christopher Redino
Abdul Rahman
Ajinsyam S
Ryan Clark
Dan Radke
Tyler Cody
Lanxiao Huang
Edward Bowen
201
6
0
13 Jan 2024
Enhancing Exfiltration Path Analysis Using Reinforcement Learning
Enhancing Exfiltration Path Analysis Using Reinforcement Learning
Riddam Rishu
Akshay Kakkar
Cheng Wang
Abdul Rahman
Christopher Redino
Dhruv Nandakumar
Tyler Cody
Ryan Clark
Dan Radke
Edward Bowen
205
4
0
05 Oct 2023
Automated Cyber Defence: A Review
Automated Cyber Defence: A Review
Sanyam Vyas
J. Hannay
A. Bolton
Pete Burnap
362
42
0
08 Mar 2023
Exposing Surveillance Detection Routes via Reinforcement Learning,
  Attack Graphs, and Cyber Terrain
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber TerrainInternational Conference on Machine Learning and Applications (ICMLA), 2022
Lanxiao Huang
Tyler Cody
Christopher Redino
Abdul Rahman
Akshay Kakkar
...
Cheng Wang
Ryan Clark
Dan Radke
Peter A. Beling
Edward Bowen
201
14
0
06 Nov 2022
A Layered Reference Model for Penetration Testing with Reinforcement
  Learning and Attack Graphs
A Layered Reference Model for Penetration Testing with Reinforcement Learning and Attack GraphsScalable Trusted Computing (STC), 2022
Tyler Cody
OffRL
152
23
0
14 Jun 2022
Discovering Exfiltration Paths Using Reinforcement Learning with Attack
  Graphs
Discovering Exfiltration Paths Using Reinforcement Learning with Attack GraphsInternational Conference on Data Science in Cyberspace (ICDSC), 2022
Tyler Cody
Abdul Rahman
Christopher Redino
Lanxiao Huang
Ryan Clark
Akshay Kakkar
Deepak Kushwaha
Paul Park
Peter A. Beling
Edward Bowen
223
24
0
28 Jan 2022
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