Privacy Violation

Failure Modes in Machine Learning Systems

Authors: Ram Shankar Siva Kumar, David O Brien, Kendra Albert, Salomé Viljöen, Jeffrey Snover | Published: 2019-11-25
Backdoor Attack
Privacy Violation
Adversarial Example
2019.11.25 2025.05.28
Literature Database

Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

Authors: Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu | Published: 2019-11-21
Class Imbalance
Privacy Violation
Membership Inference
2019.11.21 2025.05.28
Literature Database

The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Authors: Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song | Published: 2019-11-17 | Updated: 2020-04-18
Privacy Violation
Reconstruction Attack
Knowledge Extraction Method
2019.11.17 2025.05.28
Literature Database

Automatic Driver Identification from In-Vehicle Network Logs

Authors: Mina Remeli, Szilvia Lestyan, Gergely Acs, Gergely Biczok | Published: 2019-10-25
Privacy Violation
Model Performance Evaluation
Vehicle Network Security
2019.10.25 2025.05.28
Literature Database