Statistical Methods

Cyber Attack Detection thanks to Machine Learning Algorithms

Authors: Antoine Delplace, Sheryl Hermoso, Kristofer Anandita | Published: 2020-01-17
Machine Learning Method
Feature Engineering
Statistical Methods

Toward Optimal Adversarial Policies in the Multiplicative Learning System with a Malicious Expert

Authors: S. Rasoul Etesami, Negar Kiyavash, Vincent Leon, H. Vincent Poor | Published: 2020-01-02 | Updated: 2020-09-18
Adversarial Learning
Optimization Methods
Statistical Methods

Privacy-Preserving Public Release of Datasets for Support Vector Machine Classification

Authors: Farhad Farokhi | Published: 2019-12-29
Privacy Protection Method
Optimization Methods
Statistical Methods

The future of statistical disclosure control

Authors: Mark Elliot, Josep Domingo-Ferrer | Published: 2018-12-21
Data Collection
Attribute Disclosure Risk
Statistical Methods

Differentially Private Confidence Intervals for Empirical Risk Minimization

Authors: Yue Wang, Daniel Kifer, Jaewoo Lee | Published: 2018-04-11
Privacy Protection Method
Differential Privacy
Statistical Methods