Alexandra Dmitrienko

Sibai: A Few-Shot Meta-Classifier for Poisoning Detection in Federated Learning

Federated Learning (FL) enables collaborative machine learning across decentralized clients without sharing raw data, which offers enhanced privacy and improved performance. However, FL is vulnerable to poisoning attacks, compromising model integrity through both untargeted performance degradation a…