JournalACM Transactions on Privacy and Security2020
Adaptive Cyber Defense Against Multi-Stage Attacks Using Learning-Based POMDP
Zhisheng Hu, Minghui Zhu, Peng Liu
Proposes an adaptive cyber defense using learning-based POMDP with Thompson sampling to counter multi-stage attacks under unknown exploit likelihoods and impacts.
42Nov 8, 2020Reinforcement Learning