no code implementations • 31 Mar 2021 • Hokuto Hirano, Tsuyoshi Okita
Cerebral hematoma grows rapidly in 6-24 hours and misprediction of the growth can be fatal if it is not operated by a brain surgeon.
1 code implementation • 22 May 2020 • Hokuto Hirano, Kazuki Koga, Kazuhiro Takemoto
As an example, we show that iterative fine-tuning of the DNN models using UAPs improves the robustness of the DNN models against UAPs.
1 code implementation • 15 Nov 2019 • Hokuto Hirano, Kazuhiro Takemoto
Our method combines the simple iterative method for generating non-targeted UAPs and the fast gradient sign method for generating a targeted adversarial perturbation for an input.