Kai Hu

An overview of implementing security and privacy in federated learning

2024 · Artificial Intelligence Review

Abstract Federated learning has received a great deal of research attention recently,with privacy protection becoming a key factor in the development of artificial intelligence. Federated learning is a special kind of distributed learning framework, which …

Mutagenesis screen to map the functions of parameters of Large Language Models

2024 · arXiv (Cornell University)

Large Language Models (LLMs) have significantly advanced artificial intelligence, excelling in numerous tasks. Although the functionality of a model is inherently tied to its parameters, a systematic method for exploring the connections between the parameters …