Search Results for author: Dennis Y. Menn

Found 2 papers, 0 papers with code

Investigating Human-Identifiable Features Hidden in Adversarial Perturbations

no code implementations28 Sep 2023 Dennis Y. Menn, Tzu-hsun Feng, Sriram Vishwanath, Hung-Yi Lee

Our study contributes to a deeper understanding of the underlying mechanisms behind adversarial attacks and offers insights for the development of more resilient defense strategies for neural networks.

Searching for the Essence of Adversarial Perturbations

no code implementations30 May 2022 Dennis Y. Menn, Tzu-hsun Feng, Hung-Yi Lee

Neural networks have demonstrated state-of-the-art performance in various machine learning fields.

Autonomous Driving

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