4 citations · 4 across the 3 of their papers we have counts for
3 papers
ORBIT: Training-Free Multi-Attribute Behavioral Steering via Orthogonal Subspace Rotation
Narges Ghasemi, Amir Ziashahabi, Salman Avestimehr +1
Language models are widely used in assistant settings, where controlling behavioral attributes is often essential. Activation steering modifies hidden-state representations at infe…
Understanding Communication Backends in Cross-Silo Federated Learning
Amir Ziashahabi, Chaoyang He, Salman Avestimehr
Federated learning (FL) has emerged as a practical means for privacy-preserving distributed machine learning. FL's versatile design makes it suitable for various training settings,…
LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation
Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy +3
Federated learning was introduced to enable machine learning over large decentralized datasets while promising privacy by eliminating the need for data sharing. Despite this, prior…