Atul Prakash

Professor, EECS, College of Engineering

My research interests include security, privacy, and adversarial machine learning.
More information about some of the current projects can be found at https://iotsecurity.engin.umich.edu.

9.9.2020 MIDAS Faculty Research Pitch Video.

An adversarial testing pipeline to fool machine learning classifiers. A STOP sign is being modified using stickers so that a state-of-the-art classifier is fooled into thinking it is a 45 SPEED LIMIT sign. For more details, visit https://iotsecurity.engin.umich.edu (Robust Physical Perturbations tab)

COntact

(734)763-1585

aprakash@umich.edu

Website

Location

Ann Arbor

Methodologies

Machine Learning / Networks / Optimization / Security and Privacy

Applications

Computer Science / Informatics