Search Results for author: Eric Pauley

Found 3 papers, 1 papers with code

The Space of Adversarial Strategies

no code implementations9 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.

On the Robustness of Domain Constraints

no code implementations18 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.

valid

Program Analysis of Commodity IoT Applications for Security and Privacy: Challenges and Opportunities

1 code implementation18 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

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