Search Results for author: Yoon-Ho Choi

Found 2 papers, 1 papers with code

Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection

1 code implementation11 Sep 2020 Lan Zhang, Peng Liu, Yoon-Ho Choi, Ping Chen

As an increasing number of deep-learning-based malware scanners have been proposed, the existing evasion techniques, including code obfuscation and polymorphic malware, are found to be less effective.

Malware Detection reinforcement-learning +1

Using Deep Learning to Solve Computer Security Challenges: A Survey

no code implementations12 Dec 2019 Yoon-Ho Choi, Peng Liu, Zitong Shang, Haizhou Wang, Zhilong Wang, Lan Zhang, Junwei Zhou, Qingtian Zou

Although using machine learning techniques to solve computer security challenges is not a new idea, the rapidly emerging Deep Learning technology has recently triggered a substantial amount of interests in the computer security community.

Cryptography and Security

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