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Kevin Eykholt

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URET: Universal Robustness Evaluation Toolkit (for Evasion)

Aug 03, 2023
Kevin Eykholt, Taesung Lee, Douglas Schales, Jiyong Jang, Ian Molloy, Masha Zorin

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Accelerating Certified Robustness Training via Knowledge Transfer

Oct 25, 2022
Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati

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Ares: A System-Oriented Wargame Framework for Adversarial ML

Oct 24, 2022
Farhan Ahmed, Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati

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Transferring Adversarial Robustness Through Robust Representation Matching

Feb 21, 2022
Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati

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Separation of Powers in Federated Learning

May 19, 2021
Pau-Chen Cheng, Kevin Eykholt, Zhongshu Gu, Hani Jamjoom, K. R. Jayaram, Enriquillo Valdez, Ashish Verma

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Adaptive Verifiable Training Using Pairwise Class Similarity

Dec 14, 2020
Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian Molloy

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Can Attention Masks Improve Adversarial Robustness?

Dec 21, 2019
Pratik Vaishnavi, Tianji Cong, Kevin Eykholt, Atul Prakash, Amir Rahmati

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Transferable Adversarial Robustness using Adversarially Trained Autoencoders

Sep 12, 2019
Pratik Vaishnavi, Kevin Eykholt, Atul Prakash, Amir Rahmati

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Robust Classification using Robust Feature Augmentation

May 31, 2019
Kevin Eykholt, Swati Gupta, Atul Prakash, Haizhong Zheng

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