Byzantine-Robust Decentralized Learning via ClippedGossip
Authors: Lie He, Sai Praneeth Karimireddy, Martin Jaggi | Published: 2022-02-03 | Updated: 2023-04-20
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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
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
Cryptocurrency Valuation: An Explainable AI Approach
Authors: Yulin Liu, Luyao Zhang | Published: 2022-01-30 | Updated: 2023-07-08
Transfer Learning In Differential Privacy’s Hybrid-Model
Authors: Refael Kohen, Or Sheffet | Published: 2022-01-28 | Updated: 2022-06-16
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
An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications
Authors: Hitoshi Kiya, AprilPyone MaungMaung, Yuma Kinoshita, Shoko Imaizumi, Sayaka Shiota | Published: 2022-01-26 | Updated: 2022-04-16
Reconstructing Training Data with Informed Adversaries
Authors: Borja Balle, Giovanni Cherubin, Jamie Hayes | Published: 2022-01-13 | Updated: 2022-04-25
Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges
Authors: Huaming Chen, M. Ali Babar | Published: 2022-01-12 | Updated: 2023-12-17
IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification
Authors: Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin Sagduyu | Published: 2022-01-10 | Updated: 2023-12-16