04:00
2026-08-10
machinebrief.com
machine-learning
Fairis: Fairness-Aware Aggregation with Provable Influence Containment against Fairness Poisoning Attacks in Collaborative Machine Learning
Researchers at arXiv (2608.06469v1) introduced Fairis, a server-side reweighting scheme for collaborative machine learning that provably contains fairness poisoning attacks by malicious clients. Fairi…