Training Differentially Private Models with Secure Multiparty Computation

Authors: Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson Nascimento, Martine De Cock | Published: 2022-02-05 | Updated: 2022-09-01
2022.02.05 2025.04.03
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Linear Model Against Malicious Adversaries with Local Differential Privacy

Authors: Guanhong Miao, A. Adam Ding, Samuel S. Wu | Published: 2022-02-05 | Updated: 2022-06-29
2022.02.05 2025.04.03
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Pixle: a fast and effective black-box attack based on rearranging pixels

Authors: Jary Pomponi, Simone Scardapane, Aurelio Uncini | Published: 2022-02-04
2022.02.04 2025.04.03
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A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits

Authors: Ilija Bogunovic, Zihan Li, Andreas Krause, Jonathan Scarlett | Published: 2022-02-03 | Updated: 2022-03-28
2022.02.03 2025.04.03
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Byzantine-Robust Decentralized Learning via ClippedGossip

Authors: Lie He, Sai Praneeth Karimireddy, Martin Jaggi | Published: 2022-02-03 | Updated: 2023-04-20
2022.02.03 2025.04.03
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Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference

Authors: Jasper Tan, Blake Mason, Hamid Javadi, Richard G. Baraniuk | Published: 2022-02-02 | Updated: 2022-11-30
2022.02.02 2025.04.03
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Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks

Authors: Natasha Alkhatib, Maria Mushtaq, Hadi Ghauch, Jean-Luc Danger | Published: 2022-01-31 | Updated: 2022-04-25
2022.01.31 2025.04.03
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Cryptocurrency Valuation: An Explainable AI Approach

Authors: Yulin Liu, Luyao Zhang | Published: 2022-01-30 | Updated: 2023-07-08
2022.01.30 2025.04.03
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Transfer Learning In Differential Privacy’s Hybrid-Model

Authors: Refael Kohen, Or Sheffet | Published: 2022-01-28 | Updated: 2022-06-16
2022.01.28 2025.04.03
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SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders

Authors: Tianshuo Cong, Xinlei He, Yang Zhang | Published: 2022-01-27 | Updated: 2022-08-31
2022.01.27 2025.04.03
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