Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests
Authors: Sean Kulinski, Saurabh Bagchi, David I. Inouye | Published: 2021-07-14
Data Contamination Detection
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks
Authors: Qin Ding, Cho-Jui Hsieh, James Sharpnack | Published: 2021-06-05 | Updated: 2023-01-30
Gradient-based Data Subversion Attack Against Binary Classifiers
Authors: Rosni K Vasu, Sanjay Seetharaman, Shubham Malaviya, Manish Shukla, Sachin Lodha | Published: 2021-05-31
DeepMoM: Robust Deep Learning With Median-of-Means
Authors: Shih-Ting Huang, Johannes Lederer | Published: 2021-05-28 | Updated: 2021-11-08
Fooling Partial Dependence via Data Poisoning
Authors: Hubert Baniecki, Wojciech Kretowicz, Przemyslaw Biecek | Published: 2021-05-26 | Updated: 2022-07-10
GraphSAC: Detecting anomalies in large-scale graphs
Authors: Vassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis | Published: 2019-10-21
CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection
Authors: Ayush Hariharan, Ankit Gupta, Trisha Pal | Published: 2019-07-23
A Grid Based Adversarial Clustering Algorithm
Authors: Wutao Wei, Nikhil Gupta, Bowei Xi | Published: 2018-04-13 | Updated: 2024-11-21