Network Environment Design for Autonomous Cyberdefense. - Andres Molina-Markham; Cory Miniter; Becky Powell; Ahmad Ridley (CoRR, 2021)

Network Defense is Not a Game. - Andres Molina-Markham; Ransom K. Winder; Ahmad Ridley (CoRR, 2021)

Proceedings - AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021. - John Emanuello; Kimberly Ferguson-Walter; Erik Hemberg; Una-May O'Reilly; Ahmad Ridley; Dennis Ross; Diane Staheli; William W. Streilein (CoRR, 2021)

Incorporating Deception into CyberBattleSim for Autonomous Defense. - Erich Walter; Kimberly Ferguson-Walter; Ahmad Ridley (CoRR, 2021)

Knowledge Guided Two-player Reinforcement Learning for Cyber Attacks and Defenses. - Aritran Piplai; Mike Anoruo; Kayode Fasaye; Anupam Joshi; Tim Finin; Ahmad Ridley (ICMLA, 2022)

Artificial Intelligence for Cyber Security (AICS). - James Holt; Edward Raff; Ahmad Ridley; Dennis Ross; Arunesh Sinha; Diane Staheli; William Streilen; Milind Tambe; Yevgeniy Vorobeychik; Allan B. Wollaber (CoRR, 2022)

Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022. - R. W. R. Darling; John A. Emanuello; Emilie Purvine; Ahmad Ridley (CoRR, 2022)

Poster: Generating Experiences for Autonomous Network Defense. - Andres Molina-Markham; Luis F. Robaina; Akash H. Trivedi; Derek G. Tsui; Ahmad Ridley (CCS, 2023)

Proceedings of the 2nd International Workshop on Adaptive Cyber Defense. - Marco Carvalho; Damian Marriott; Mark Bilinski; Ahmad Ridley (CoRR, 2023)

Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective. - Mitchell Kiely; Metin Ahiskali; Etienne Borde; Benjamin Bowman; David Bowman; Dirk Van Bruggen; KC Cowan; Prithviraj Dasgupta; Erich Devendorf; Ben Edwards; Alex Fitts; Sunny Fugate; et al. (AAAI, 2025)

Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms. - Jared Claypoole; Steven Cheung; Ashish Gehani; Vinod Yegneswaran; Ahmad Ridley (CoRR, 2025)