Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation

Recent works have demonstrated that deep learning models are vulnerable to backdoor poisoning attacks, where these attacks instill spurious correlations to external trigger patterns or objects (e.g., stickers, sunglasses, etc.). We find that such external trigger signals are unnecessary, as highly e...

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Hauptverfasser:	Wu, Tong, Wang, Tianhao, Sehwag, Vikash, Mahloujifar, Saeed, Mittal, Prateek
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Cryptography and Security Computer Science - Learning
Online-Zugang:	Volltext bestellen
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