AdaNI: Adaptive Noise Injection to improve adversarial robustness

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Yuezun Li, Cong Zhang, Honggang Qi, Siwei Lyu

Published: 01 Jan 2024, Last Modified: 25 Jan 2025Comput. Vis. Image Underst. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A simple yet effective method to improve robustness by injecting adaptive noise.•Utilize multiplicative noise considering the correlation between feature and noise.•Experiments demonstrates effectiveness on several datasets under different settings.