FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering

no code implementations • 24 Oct 2023 • Md Rafi Ur Rashid, Vishnu Asutosh Dasu, Kang Gu, Najrin Sultana, Shagufta Mehnaz

Federated learning (FL) is becoming a key component in many technology-based applications including language modeling -- where individual FL participants often have privacy-sensitive text data in their local datasets.

Federated Learning Language Modelling