Matt Fredrikson

Matt Fredrikson is an Associate Professor in Carnegie Mellon's School of Computer Science, and is a member of CyLab. His research aims to enable systems that make secure, fair, and reliable use of machine learning. His group focuses on finding ways to understand the unique risks and vulnerabilities that arise from learned components, and on developing methods to mitigate them, often with provable guarantees.