An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems

Shuyi Wang, Guido Zuccon

Federated online learning to rank (FOLTR) aims to preserve user privacy by not sharing their searchable data and search interactions, while guaranteeing high search effectiveness,…