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AprilPyone MaungMaung

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Ensemble of Key-Based Models: Defense Against Black-Box Adversarial Attacks

    2021 · 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE)

    We propose a voting ensemble of models trained by using block-wise transformed images with secret keys against black-box attacks. Although key-based adversarial defenses were effective against gradient-based (white-box) attacks, they cannot defend against gradient-free (black-box) …

  2. Hindering Adversarial Attacks with Multiple Encrypted Patch Embeddings

    2023 · arXiv (Cornell University)

    In this paper, we propose a new key-based defense focusing on both efficiency and robustness. Although the previous key-based defense seems effective in defending against adversarial examples, carefully designed adaptive attacks can bypass the previous …