no code implementations • 9 Sep 2022 • Ryan Sheatsley, Blaine Hoak, Eric Pauley, Patrick McDaniel
From our evaluation we find that attack performance to be highly contextual: the domain, model robustness, and threat model can have a profound influence on attack efficacy.
no code implementations • 18 May 2021 • Ryan Sheatsley, Blaine Hoak, Eric Pauley, Yohan Beugin, Michael J. Weisman, Patrick McDaniel
Machine learning is vulnerable to adversarial examples-inputs designed to cause models to perform poorly.
1 code implementation • 18 Sep 2018 • Z. Berkay Celik, Earlence Fernandes, Eric Pauley, Gang Tan, Patrick McDaniel
Based on a study of five IoT programming platforms, we identify the key insights resulting from works in both the program analysis and security communities and relate the efficacy of program-analysis techniques to security and privacy issues.
Cryptography and Security Programming Languages