78 citations · 83 across the 6 of their papers we have counts for
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cs.CR2018
Reinforcement Learning for Autonomous Defence in Software-Defined Networking
Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham +6
Despite the successful application of machine learning (ML) in a wide range of domains, adaptability---the very property that makes machine learning desirable---can be exploited by…
cs.CR2017★ 2 cited
Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks
Yi Han, Benjamin I. P. Rubinstein
Despite the wide use of machine learning in adversarial settings including computer security, recent studies have demonstrated vulnerabilities to evasion attacks---carefully crafte…