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Alexey Kurakin

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Diffusion Denoising as a Certified Defense against Clean-label Poisoning

Mar 18, 2024
Sanghyun Hong, Nicholas Carlini, Alexey Kurakin

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DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation

Feb 16, 2024
Yunjuan Wang, Hussein Hazimeh, Natalia Ponomareva, Alexey Kurakin, Ibrahim Hammoud, Raman Arora

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Harnessing large-language models to generate private synthetic text

Jun 02, 2023
Alexey Kurakin, Natalia Ponomareva, Umar Syed, Liam MacDermed, Andreas Terzis

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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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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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Handcrafted Backdoors in Deep Neural Networks

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

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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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