I am a PhD student in Lancaster University. I am interested in the the improvement of robustness of Deep Neural Network, which includes safety testing for the DNN , adversarial attack on images and videos, and robustness verification.
My supervisors are Dr. Wenjie Ruan from Exeter University and Dr. Leandro Soriano Marcolino and Prof. Qiang Ni from Lancaster University
- My research vision is to improve the robustness of deep learning systems.
- My research focuses on the safety testing of deep learning networks for the safety-critical system, the adversarial attacks with its defenses and verification robustness.