2 papers
cs.LG2024
Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models
Kang Gu, Md Rafi Ur Rashid, Najrin Sultana +1
With the rapid development of Large Language Models (LLMs), we have witnessed intense competition among the major LLM products like ChatGPT, LLaMa, and Gemini. However, various iss…
cs.CR2023
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks
Ehsanul Kabir, Zeyu Song, Md Rafi Ur Rashid +1
Federated learning (FL) is revolutionizing how we learn from data. With its growing popularity, it is now being used in many safety-critical domains such as autonomous vehicles and…