My research lies in the intersection of machine learning and security and privacy. Currently, I am exploring the limitations, vulnerabilities, and privacy implications of neural networks. Some of my recent works include protecting neural networks from backdoor and adversarial attacks, using imperceptible perturbation to protect user privacy, etc.
I received my BS in computer science from University of Chicago in 2020. I have spent two summers at Facebook as a software engineer.
Follow me on Twitter at @shawnshan26.