156 citations · 337 across the 21 of their papers we have counts for
Showing 2019 · cs.CRShow all
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cs.CR2019
Strategic Learning for Active, Adaptive, and Autonomous Cyber Defense
Linan Huang, Quanyan Zhu
The increasing instances of advanced attacks call for a new defense paradigm that is active, autonomous, and adaptive, named as the \texttt{`3A'} defense paradigm. This chapter int…
cs.CR2019★ 59 cited
Adaptive Honeypot Engagement through Reinforcement Learning of Semi-Markov Decision Processes
Linan Huang, Quanyan Zhu
A honeynet is a promising active cyber defense mechanism. It reveals the fundamental Indicators of Compromise (IoCs) by luring attackers to conduct adversarial behaviors in a contr…
cs.CR2019★ 8 cited
Game-Theoretic Analysis of Cyber Deception: Evidence-Based Strategies and Dynamic Risk Mitigation
Tao Zhang, Linan Huang, Jeffrey Pawlick +1
Deception is a technique to mislead human or computer systems by manipulating beliefs and information. For the applications of cyber deception, non-cooperative games become a natur…