Ruitong Huang
- MMA Training: Direct Input Space Margin Maximization through Adversarial\n Training
2018/12/06 by Gavin Weiguang Ding, Yash Sharma, Ding, Gavin Weiguang +5 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
- Learning with a Strong Adversary
2015/11/10 by Ruitong Huang, Huang, Ruitong, Bing Xu +5 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On the Sensitivity of Adversarial Robustness to Input Data Distributions
2019/02/22 by Gavin Weiguang Ding, Kry Yik Chau Lui, Ding, Gavin Weiguang +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)