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A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense

Deep neural networks (DNNs) are well known to be vulnerable to adversarial examples (AEs). In previous studies, the use of models encrypted with a secret key was demonstrated to be robust against white-box attacks, but not against black-box ones. In this paper, we propose a novel method using the vi...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Ryota Iijima, Sayaka Shiota, Hitoshi Kiya
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2024-01-01
Rangatū:IEEE Access
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/10530249/
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