I am a PhD student at Princeton University .
Previously, I studied at Washington University in St. Louis , supervised by Prof. Yevgeniy Vorobeychik .
Research Interests: (Trustworthy) Machine Learning , Security, and Computer Vision
Please Check my [Curriculum Vitae]
Welcome to contact me via:
Defending against Physically Realizable Attacks on Image Classification
In Proceedings of the 8th International Conference on Learning Representations (ICLR’20) Spotlight Presentation
Adversarial Robustness of Deep Sensor Fusion Models
(WACV'22)
Can Optical Trojans Assist Adversarial Perturbations?
AROW (ICCV'21)
Systems and methods for defending against physical attacks on image classification
US Patent
• Working on few shot learning, supervised by Jingchao Ni
• Worked on clean label poisoning attacks, supervised by Xinyun Chen and Prof. Dawn Song
• Studied the problem of defending deep neural network approaches for image classification from physically realizable attacks
• Worked on adversarial robustness in audio space, supervised by Prof. Nicolas Papernot
