Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

6 results for Chia-Mu Yu

On the limitation of local intrinsic dimensionality for characterizing the subspaces of adversarial examples
- - Pei Hsuan Lu
  - Pin-Yu Chen
  - et al.
- 2018
- ICLR 2018
Real-World Adversarial Examples Via Makeup
- - Chang-Sheng Lin
  - Chia-Yi Hsu
  - et al.
- 2022
- ICASSP 2022
Non-singular adversarial robustness of neural networks
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICASSP 2021
Poster: Characterizing adversarial subspaces by mutual information
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2019
- ASIA CCS 2019
On the utility of conditional generation based mutual information for characterizing adversarial subspaces
- - Chia-Yi Hsu
  - Pei Hsuan Lu
  - et al.
- 2018
- GlobalSIP 2018
On the Limitation of MagNet Defense Against L₁-Based Adversarial Examples
- - Pei Hsuan Lu
  - Pin-Yu Chen
  - et al.
- 2018
- DSN-W 2018