Research on micro parallax adversarial sample generation method based on texture sensitive region

Deep neural networks have been extensively applied in fields such as image classification, object detection, and face recognition. However, research has shown that adversarial samples with subtle perturbations can effectively deceive these networks. Existing methods for generating such adversarial i...

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Veröffentlicht in:	Journal of intelligent & fuzzy systems 2024-01, Vol.46 (1), p.2573
Hauptverfasser:	Gao, Lijun, Zhu, Jialong, Zhang, Xuedong, Wu, Jiehong, Yin, Hang
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Evolutionary algorithms Evolutionary computation Face recognition Generative adversarial networks Image classification Local optimization Machine learning Object recognition Parallax Perturbation Texture Training
Online-Zugang:	Volltext
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