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
Membership Inference
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
Survey on the Convergence of Machine Learning and Blockchain
Authors: Shengwen Ding, Chenhui Hu | Published: 2022-01-04 | Updated: 2022-06-28
MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning
Authors: Ajith Suresh | Published: 2021-12-26
ANUBIS: A Provenance Graph-Based Framework for Advanced Persistent Threat Detection
Authors: Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin | Published: 2021-12-21
Vulnerability Analysis of the Android Kernel
Authors: Joseph R. Barr, Peter Shaw, Tyler Thatcher | Published: 2021-12-20
Membership Inference Attacks From First Principles
Authors: Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramer | Published: 2021-12-07 | Updated: 2022-04-12
Enhanced Membership Inference Attacks against Machine Learning Models
Authors: Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Vincent Bindschaedler, Reza Shokri | Published: 2021-11-18 | Updated: 2022-09-13
On the Importance of Difficulty Calibration in Membership Inference Attacks
Authors: Lauren Watson, Chuan Guo, Graham Cormode, Alex Sablayrolles | Published: 2021-11-15 | Updated: 2022-04-11
Property Inference Attacks Against GANs
Authors: Junhao Zhou, Yufei Chen, Chao Shen, Yang Zhang | Published: 2021-11-15