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Proceedings of the 2nd International Workshop on Adaptive Cyber Defense
The 2nd International Workshop on Adaptive Cyber Defense was held at the Florida Institute of Technology, Florida.
Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022
Topological Data Analysis (TDA) is a rigorous framework that borrows techniques from geometric and algebraic topology, category theory, and combinatorics in order to study the "shape" of such complex high-dimensional data.
Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop at AAAI 2022
These challenges are widely studied in enterprise networks, but there are many gaps in research and practice as well as novel problems in other domains.
Incorporating Deception into CyberBattleSim for Autonomous Defense
Deceptive elements, including honeypots and decoys, were incorporated into the Microsoft CyberBattleSim experimentation and research platform.
Proceedings - AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021
Malicious cyber activity is ubiquitous and its harmful effects have dramatic and often irreversible impacts on society.
Network Defense is Not a Game
Hence, we propose to define network defense tasks as distributions of network environments, to: (i) enable research to apply modern AI techniques, such as unsupervised curriculum learning and reinforcement learning for network defense; and, (ii) facilitate the design of well-defined challenges that can be used to compare approaches for autonomous cyberdefense.
