Detecting Adversarial Examples in Convolutional Neural Networks [PDF]
, 2018 Stefanos Pertigkiozoglou, Petros Maragos
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Identification of Attack-Specific Signatures in Adversarial Examples [PDF]
, 2021 Hossein Souri +4 more
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Cross-representation transferable adversarial examples generation for audio classification
网络与信息安全学报Adversarial examples have been used as an important tool for detecting vulnerabilities in deep neural networks. The unique property of transferability enables them to deceive black-box deep neural network models.
TIAN Zilin +3 more
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Learning Defense Transformers for Counterattacking Adversarial Examples [PDF]
, 2021 Jincheng Li +4 more
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Enhancing Adversarial Defense via Brain Activity Integration Without Adversarial Examples. [PDF]
Sensors (Basel)Nakajima T +4 more
europepmc +1 more source
Adversarial Examples on XAI-Enabled DT for Smart Healthcare Systems. [PDF]
Sensors (Basel)Imam NH.
europepmc +1 more source
Optimization of Communication Signal Adversarial Examples by Selectively Preserving Low-Frequency Components of Perturbations. [PDF]
Sensors (Basel)Zhang Y, Wang L, Wang X, Shi D, Bai J.
europepmc +1 more source
A Comprehensive Understanding of the Impact of Data Augmentation on the Transferability of 3D Adversarial Examples [PDF]
Fulan Qian +6 more
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Improving the Transferability of Adversarial Examples with the Adam Optimizer. [PDF]
, 2020 Heng Yin +3 more
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Research on Generating Adversarial Examples in Applications
, 2021 Yang Zhao, Juan Wang, Yingjiang Liu
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