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RetVec: Resilient and Efficient Text Vectorizer


Feb 18, 2023
Elie Bursztein, Marina Zhang, Owen Vallis, Xinyu Jia, Alexey Kurakin

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Publishing Efficient On-device Models Increases Adversarial Vulnerability


Dec 28, 2022
Sanghyun Hong, Nicholas Carlini, Alexey Kurakin

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* Accepted to IEEE SaTML 2023 

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Differentially Private Image Classification from Features


Nov 24, 2022
Harsh Mehta, Walid Krichene, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky

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Large Scale Transfer Learning for Differentially Private Image Classification


May 06, 2022
Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky

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Toward Training at ImageNet Scale with Differential Privacy


Feb 09, 2022
Alexey Kurakin, Shuang Song, Steve Chien, Roxana Geambasu, Andreas Terzis, Abhradeep Thakurta

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* 25 pages, 7 figures. Code available at https://github.com/google-research/dp-imagenet 

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Handcrafted Backdoors in Deep Neural Networks


Jun 08, 2021
Sanghyun Hong, Nicholas Carlini, Alexey Kurakin

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* 16 pages, 13 figures, 11 tables 

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Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming


Nov 03, 2020
Sumanth Dathathri, Krishnamurthy Dvijotham, Alexey Kurakin, Aditi Raghunathan, Jonathan Uesato, Rudy Bunel, Shreya Shankar, Jacob Steinhardt, Ian Goodfellow, Percy Liang, Pushmeet Kohli

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On Evaluating Adversarial Robustness


Feb 20, 2019
Nicholas Carlini, Anish Athalye, Nicolas Papernot, Wieland Brendel, Jonas Rauber, Dimitris Tsipras, Ian Goodfellow, Aleksander Madry, Alexey Kurakin

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* Living document; source available at https://github.com/evaluating-adversarial-robustness/adv-eval-paper/ 

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Adversarial Vision Challenge


Aug 06, 2018
Wieland Brendel, Jonas Rauber, Alexey Kurakin, Nicolas Papernot, Behar Veliqi, Marcel Salathé, Sharada P. Mohanty, Matthias Bethge

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* https://www.crowdai.org/challenges/adversarial-vision-challenge 

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