Browsing Theses by Author "Sun, Chen"
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Operational Design Domain Monitoring and Augmentation for Autonomous Driving
Sun, Chen (University of Waterloo, 2022-12-19)Recent technological advances in Autonomous Driving Systems (ADS) show promise in increasing traffic safety. One of the critical challenges in developing ADS with higher levels of driving automation is to derive safety ... -
A Watermarking-Based Framework for Protecting Deep Image Classifiers Against Adversarial Attacks
Sun, Chen (University of Waterloo, 2021-09-27)Although deep learning-based models have achieved tremendous success in image-related tasks, they are known to be vulnerable to adversarial examples---inputs with imperceptible, but subtly crafted perturbation which fool ...