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Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails


Mar 03, 2023
Mu-Huan Chung, Lu Wang, Sharon Li, Yuhong Yang, Calvin Giang, Khilan Jerath, Abhay Raman, David Lie, Mark Chignell

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In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning


Sep 22, 2022
Jiaqi Wang, Roei Schuster, Ilia Shumailov, David Lie, Nicolas Papernot

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* To appear at NeurIPS 2022 

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On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples


Aug 03, 2021
Adelin Travers, Lorna Licollari, Guanghan Wang, Varun Chandrasekaran, Adam Dziedzic, David Lie, Nicolas Papernot

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Deep Active Learning with Crowdsourcing Data for Privacy Policy Classification


Aug 07, 2020
Wenjun Qiu, David Lie

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Machine Unlearning


Dec 09, 2019
Lucas Bourtoule, Varun Chandrasekaran, Christopher Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, Nicolas Papernot

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Ocasta: Clustering Configuration Settings For Error Recovery


Nov 02, 2017
Zhen Huang, David Lie

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* 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014, pages={479-490} 
* Published in Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2014) 

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