Machine Learning

Can Attention Masks Improve Adversarial Robustness?
Pratik Vaishnavi, Tianji Cong, Kevin Eykholt, Atul Prakash, Amir Rahmati
PDF Venue
The State of Physical Attacks on Deep Learning Systems
Earlence Fernandes, Ivan Evtimov, Kevin Eykholt, Chaowei Xiao, Amir Rahmati, Florian Tramer, Bo Li, Atul Prakash, Tadayoshi Kohno, Dawn Song
PDF Venue
Physical Adversarial Examples for Object Detectors
Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Florian Tramer, Atul Prakash, Tadayoshi Kohno, Dawn Song
Preprint PDF Venue
Robust Physical-World Attacks on Deep Learning Visual Classification
Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Chaiowei Xiao, Atul Prakash, Tadayoshi Kohno, Dawn Song
Venue
Robust Physical-World Attacks on Deep Learning Visual Classification
Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Chaiowei Xiao, Atul Prakash, Tadayoshi Kohno, Dawn Song
Preprint PDF Code Poster Video Venue Video 2