Data Leakage

RAD: On-line Anomaly Detection for Highly Unreliable Data

Authors: Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen | Published: 2019-11-11
Class Imbalance
Data Leakage
Model Performance Evaluation

Tackling Android Stego Apps in the Wild

Authors: Wenhao Chen, Li Lin, Min Wu, Jennifer Newman | Published: 2018-08-01
Data Leakage
Machine Learning Application
Image Processing

Exploiting Unintended Feature Leakage in Collaborative Learning

Authors: Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov | Published: 2018-05-10 | Updated: 2018-11-01
Data Leakage
Membership Inference
Label Inference Attack