Flexible Bayesian Inference by Weight Transfer for Robust Deep Neural Networks

Adversarial attacks are viewed as a danger to Deep Neural Networks (DNNs), which reveal a weakness of deep learning models in security-critical applications. Recent findings have been presented adversarial training as an outstanding defense method against adversaries. Nonetheless, adversarial traini...

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Veröffentlicht in:IEICE Transactions on Information and Systems 2021/11/01, Vol.E104.D(11), pp.1981-1991
Hauptverfasser: KHONG, Thi Thu Thao, NAKADA, Takashi, NAKASHIMA, Yasuhiko
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Sprache:eng
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