A Layered Reference Model for Penetration Testing with Reinforcement Learning and Attack Graphs

14 June 2022

Papers citing "A Layered Reference Model for Penetration Testing with Reinforcement Learning and Attack Graphs"

9 / 9 papers shown

Title
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 47 17 0 26 May 2020
Deep Reinforcement Learning for Cyber Security Thanh Thi Nguyen Vijay Janapa Reddi OffRL AI4CE 63 329 0 13 Jun 2019
Autonomous Penetration Testing using Reinforcement Learning Jonathon Schwartz H. Kurniawati OffRL 48 92 0 15 May 2019
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 69 762 0 08 Oct 2018
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 129 12,265 0 19 Dec 2013