Matt Fredrikson

Associate Professor
School of Computer Science
Carnegie Mellon University

mfredrik@cmu.edu 412/268-3992 CIC 2126 mfredrik

I'm an Associate Professor in Carnegie Mellon's School of Computer Science, and am a member of CyLab.

My research aims to enable systems that make secure, fair, and reliable use of machine learning. My 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.

See Google Scholar for a full, up-to-date listing

Current
Kai Hu
PhD Student
ECE
Saranya Vijaykumar
PhD Student
Computer Science
Ryan Wagner
PhD Student
Computer Science
Weichen Yu
PhD Student
ECE
Andy Zou
PhD Student
Computer Science
Former
Emily Black
PhD Student
Computer Science Department
Klas Leino
PhD Student
Computer Science Department
Zifan Wang
PhD Student
Electrical and Computer Engineering
Samuel Yeom
PhD Student
Computer Science Department
Han Zhang
PhD Student
Computer Science Department
Arthur Azevedo de Amorim
Postdoc
Abhishek Bichhawat
Postdoc