BATG: A Backdoor Attack Method Based on Trigger Generation

Backdoor attacks aim to implant hidden backdoors into Deep Neural Networks (DNNs) so that the victim models perform well on clean images, whereas their predictions would be maliciously changed on poisoned images. However, most existing backdoor attacks lack the invisibility and robustness required f...

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Veröffentlicht in:	Electronics (Basel) 2024-12, Vol.13 (24), p.5031
Hauptverfasser:	Tang, Weixuan, Xie, Haoke, Rao, Yuan, Long, Min, Qi, Tao, Zhou, Zhili
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Effectiveness Image compression Methods Neural networks Performance evaluation Robustness Visibility
Online-Zugang:	Volltext
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