Výsledky vyhledávání - "Choi, Yoon

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

Autor: Zhang, Lan, Liu, Peng, Choi, Yoon-Ho, Chen, Ping

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. In this work, we propose a reinforcement learning

Externí odkaz: http://arxiv.org/abs/2009.05602

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Using Deep Learning to Solve Computer Security Challenges: A Survey

Autor: Choi, Yoon-Ho, Liu, Peng, Shang, Zitong, Wang, Haizhou, Wang, Zhilong, Zhang, Lan, Zhou, Junwei, Zou, Qingtian

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. This paper

Externí odkaz: http://arxiv.org/abs/1912.05721

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Akademický článek

PIHA: Detection method using perceptual image hashing against query-based adversarial attacks

Autor: Choi, Seok-Hwan, Shin, Jinmyeong, Choi, Yoon-Ho

Publikováno v: In Future Generation Computer Systems August 2023 145:563-577

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Software-Defined Network-Based Vehicular Networks: A Position Paper on Their Modeling and Implementation

Autor: Nkenyereye, Lionel, Nkenyereye, Lewis, Islam, S M Riazul, Choi, Yoon Ho, Bilal, Muhammad, Jan, Jong Wook

Publikováno v: Sensors 2019, 19, 3788

There is a strong devotion in the automotive industry to be part of a wider progression towards the Fifth Generation (5G) era. In-vehicle integration costs between cellular and vehicle-to-vehicle networks using Dedicated Short Range Communication cou

Externí odkaz: http://arxiv.org/abs/1909.00201

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