Recent progress in zeroth order optimization and its applications to adversarial robustness in data mining and machine learning
- Pin-Yu Chen
- Sijia Liu
- 2019
- KDD 2019
Conference paper
Publications
337 results for Pin-Yu Chen
Poster: Characterizing adversarial subspaces by mutual information
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2019
- ASIA CCS 2019
Conference paperNeural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding
- Vachik S. Dave
- Baichuan Zhang
- et al.
- 2019
- Data Science and Engineering
PaperFast incremental von neumann graph entropy computation: Theory, algorithm, and applications
- Pin-Yu Chen
- Lingfei Wu
- et al.
- 2019
- ICML 2019
Conference paperProven: Verifying robustness of neural networks with a probabilistic approach
- Tsui Wei Weng
- Pin-Yu Chen
- et al.
- 2019
- ICML 2019
Conference paperSignsGD via zeroth-order oracle
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
Conference paperQuery-efficient hard-label black-box attack: An optimization-based approach
- Minhao Cheng
- Huan Zhang
- et al.
- 2019
- ICLR 2019
Conference paperStructured adversarial attack: Towards general implementation and better interpretability
- Kaidi Xu
- Sijia Liu
- et al.
- 2019
- ICLR 2019
Conference paperCharacterizing audio adversarial examples using temporal dependency
- Zhuolin Yang
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
Conference paperA scalable attribute-aware network embedding system
- Weiyi Liu
- Zhining Liu
- et al.
- 2019
- Neurocomputing
Paper