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Aminollah Khormali and Jiann-Shiun Yuan
Recent advancements of Generative Adversarial Networks (GANs) pose emerging yet serious privacy risks threatening digital media?s integrity and trustworthiness, specifically digital video, through synthesizing hyper-realistic images and videos, i.e., Dee...
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Milad Salem, Aminollah Khormali, Arash Keshavarzi Arshadi, Julia Webb and Jiann-Shiun Yuan
Deep learning?s automatic feature extraction has proven its superior performance over traditional fingerprint-based features in the implementation of virtual screening models. However, these models face multiple challenges in the field of early drug disc...
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Shayan Taheri, Aminollah Khormali, Milad Salem and Jiann-Shiun Yuan
In this work, we propose a novel defense system against adversarial examples leveraging the unique power of Generative Adversarial Networks (GANs) to generate new adversarial examples for model retraining. To do so, we develop an automated pipeline using...
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Yu-Jie (Jessica) Kuo and Jiann-Cherng Shieh
The advent and rapid rise of network technology and cloud computing have led to new opportunities for ushering in a new era in telehealth. Thanks to the Internet of Things (IoT) and advances in 5G communication, telehealth is expanding and shows no signs...
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Jong-Chih Chien, Ming-Tao Wu and Jiann-Der Lee
To detect and classify semiconductor wafer defects in order to help determine the cause(s) of the defects.
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Milad Salem, Shayan Taheri and Jiann-Shiun Yuan
Biometric verification systems have become prevalent in the modern world with the wide usage of smartphones. These systems heavily rely on storing the sensitive biometric data on the cloud. Due to the fact that biometric data like fingerprint and iris ca...
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Shayan Taheri, Milad Salem and Jiann-Shiun Yuan
In this work, we propose ShallowDeepNet, a novel system architecture that includes a shallow and a deep neural network. The shallow neural network has the duty of data preprocessing and generating adversarial samples. The deep neural network has the duty...
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Milad Salem, Shayan Taheri and Jiann-Shiun Yuan
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Shayan Taheri, Milad Salem and Jiann-Shiun Yuan
The advancements in the Internet has enabled connecting more devices into this technology every day. The emergence of the Internet of Things has aggregated this growth. Lack of security in an IoT world makes these devices hot targets for cyber criminals ...
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Zhiwei Peng, Jiann-Yang Hwang, Matthew Andriese, Wayne Bell, Xiaodi Huang and Xinli Wang
Pág. 884 - 888
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