Search Results for author: Lei Bao

Found 1 papers, 0 papers with code

Adapting Step-size: A Unified Perspective to Analyze and Improve Gradient-based Methods for Adversarial Attacks

no code implementations27 Jan 2023 Wei Tao, Lei Bao, Sheng Long, Gaowei Wu, Qing Tao

However, for solving this induced optimization problem, the state-of-the-art gradient-based methods such as FGSM, I-FGSM and MI-FGSM look different from their original methods especially in updating the direction, which makes it difficult to understand them and then leaves some theoretical issues to be addressed in viewpoint of optimization.

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