Exposing Surveillance Detection Routes via Reinforcement Learning,
Attack Graphs, and Cyber Terrain

Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain

6 November 2022

Christopher Redino

Deepak Kushwaha

Peter A. Beling

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Papers citing "Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain"

11 / 11 papers shown

Title
ESASCF: Expertise Extraction, Generalization and Reply Framework for an Optimized Automation of Network Security Compliance M. C. Ghanem Thomas M. Chen M. Ferrag Mohyi E. Kettouche 50 8 0 20 Jul 2023
A Layered Reference Model for Penetration Testing with Reinforcement Learning and Attack Graphs Tyler Cody OffRL 46 16 0 14 Jun 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 59 14 0 28 Jan 2022
Deep hierarchical reinforcement agents for automated penetration testing Khuong Tran Ashlesha Akella Maxwell Standen Junae Kim David Bowman Toby J. Richer Chin-Teng Lin Institution One 92 41 0 14 Sep 2021
Crown Jewels Analysis using Reinforcement Learning with Attack Graphs Rohit Gangupantulu Tyler Cody Abdul Rahman Christopher Redino Ryan Clark Paul Park 38 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 38 38 0 16 Aug 2021
Modeling Penetration Testing with Reinforcement Learning Using Capture-the-Flag Challenges: Trade-offs between Model-free Learning and A Priori Knowledge Fabio Massimo Zennaro L. Erdődi 37 17 0 26 May 2020
Autonomous Penetration Testing using Reinforcement Learning Jonathon Schwartz H. Kurniawati OffRL 48 92 0 15 May 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 526 19,237 0 20 Jul 2017
High-Dimensional Continuous Control Using Generalized Advantage Estimation John Schulman Philipp Moritz Sergey Levine Michael I. Jordan Pieter Abbeel OffRL 104 3,434 0 08 Jun 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 127 12,261 0 19 Dec 2013