Warren He
University of California, Berkeley(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Malware Detection Techniques, Reinforcement Learning in Robotics, Cardiac Arrest and Resuscitation, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Generating Adversarial Examples with Adversarial Networks(2018)781 cited
- → Spatially Transformed Adversarial Examples(2018)240 cited
- Adversarial Example Defense: Ensembles of Weak Defenses are not Strong(2017)
- → Practical Black-Box Attacks on Deep Neural Networks Using Efficient Query Mechanisms(2018)238 cited
- Decision Boundary Analysis of Adversarial Examples(2018)
- → Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong(2017)80 cited
- → Exploring the Space of Black-box Attacks on Deep Neural Networks(2017)70 cited
- → Characterizing Attacks on Deep Reinforcement Learning(2019)52 cited