24 citations · 34 across the 6 of their papers we have counts for
5 papers · 1 filter
Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop at AAAI 2022
James Holt, Edward Raff, Ahmad Ridley +7
The workshop will focus on the application of AI to problems in cyber security. Cyber systems generate large volumes of data, utilizing this effectively is beyond human capabilitie…
Incorporating Deception into CyberBattleSim for Autonomous Defense
Erich Walter, Kimberly Ferguson-Walter, Ahmad Ridley
Deceptive elements, including honeypots and decoys, were incorporated into the Microsoft CyberBattleSim experimentation and research platform. The defensive capabilities of the dec…
Proceedings - AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021
John Emanuello, Kimberly Ferguson-Walter, Erik Hemberg +5
Malicious cyber activity is ubiquitous and its harmful effects have dramatic and often irreversible impacts on society. Given the shortage of cybersecurity professionals, the ever-…
Network Defense is Not a Game
Andres Molina-Markham, Ransom K. Winder, Ahmad Ridley
Research seeks to apply Artificial Intelligence (AI) to scale and extend the capabilities of human operators to defend networks. A fundamental problem that hinders the generalizati…
Network Environment Design for Autonomous Cyberdefense
Andres Molina-Markham, Cory Miniter, Becky Powell +1
Reinforcement learning (RL) has been demonstrated suitable to develop agents that play complex games with human-level performance. However, it is not understood how to effectively…