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SkillFence: A Systems Approach to Practically Mitigating Voice-Based Confusion Attacks


Dec 16, 2022
Ashish Hooda, Matthew Wallace, Kushal Jhunjhunwalla, Earlence Fernandes, Kassem Fawaz

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On the Limitations of Stochastic Pre-processing Defenses


Jun 19, 2022
Yue Gao, Ilia Shumailov, Kassem Fawaz, Nicolas Papernot

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Towards Adversarially Robust Deepfake Detection: An Ensemble Approach


Feb 11, 2022
Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash

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An Exploration of Multicalibration Uniform Convergence Bounds


Feb 09, 2022
Harrison Rosenberg, Robi Bhattacharjee, Kassem Fawaz, Somesh Jha

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Pipe Overflow: Smashing Voice Authentication for Fun and Profit


Feb 06, 2022
Shimaa Ahmed, Yash Wani, Ali Shahin Shamsabadi, Mohammad Yaghini, Ilia Shumailov, Nicolas Papernot, Kassem Fawaz

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CONFIDANT: A Privacy Controller for Social Robots


Jan 08, 2022
Brian Tang, Dakota Sullivan, Bengisu Cagiltay, Varun Chandrasekaran, Kassem Fawaz, Bilge Mutlu

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* HRI 2022 

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Fairness Properties of Face Recognition and Obfuscation Systems


Aug 05, 2021
Harrison Rosenberg, Brian Tang, Kassem Fawaz, Somesh Jha

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Scale-Adv: A Joint Attack on Image-Scaling and Machine Learning Classifiers


Apr 18, 2021
Yue Gao, Kassem Fawaz

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* 32 pages, 16 figures, 1 table 

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Analyzing Accuracy Loss in Randomized Smoothing Defenses


Mar 03, 2020
Yue Gao, Harrison Rosenberg, Kassem Fawaz, Somesh Jha, Justin Hsu

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* 19 pages, 6 figures, 2 tables 

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Enhancing ML Robustness Using Physical-World Constraints


May 26, 2019
Varun Chandrasekaran, Brian Tang, Varsha Pendyala, Kassem Fawaz, Somesh Jha, Xi Wu

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