Enhancing Exfiltration Path Analysis Using Reinforcement Learning

Enhancing Exfiltration Path Analysis Using Reinforcement Learning

5 October 2023

Christopher Redino

Dhruv Nandakumar

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Papers citing "Enhancing Exfiltration Path Analysis Using Reinforcement Learning"

9 / 9 papers shown

Title
Discovering Command and Control Channels Using Reinforcement Learning Cheng Wang Akshay Kakkar Christopher Redino Abdul Rahman Ajinsyam S Ryan Clark Dan Radke Tyler Cody Lanxiao Huang Edward Bowen 67 6 0 13 Jan 2024
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain Lanxiao Huang Tyler Cody Christopher Redino Abdul Rahman Akshay Kakkar ... Cheng Wang Ryan Clark Dan Radke Peter A. Beling Edward Bowen 56 8 0 06 Nov 2022
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs Tyler Cody Abdul Rahman Christopher Redino Lanxiao Huang Ryan Clark Akshay Kakkar Deepak Kushwaha Paul Park Peter A. Beling Edward Bowen 61 14 0 28 Jan 2022
Crown Jewels Analysis using Reinforcement Learning with Attack Graphs Rohit Gangupantulu Tyler Cody Abdul Rahman Christopher Redino Ryan Clark Paul Park 40 21 0 20 Aug 2021
Using Cyber Terrain in Reinforcement Learning for Penetration Testing Rohit Gangupantulu Tyler Cody Paul Park Abdul Rahman Logan Eisenbeiser Dan Radke Ryan Clark 48 38 0 16 Aug 2021
Deep Reinforcement Learning for Cyber Security Thanh Thi Nguyen Vijay Janapa Reddi OffRL AI4CE 81 331 0 13 Jun 2019
Autonomous Penetration Testing using Reinforcement Learning Jonathon Schwartz H. Kurniawati OffRL 55 92 0 15 May 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 583 19,315 0 20 Jul 2017
High-Dimensional Continuous Control Using Generalized Advantage Estimation John Schulman Philipp Moritz Sergey Levine Michael I. Jordan Pieter Abbeel OffRL 135 3,442 0 08 Jun 2015