Gradient Mirage: Trainable yet Label-Unidentifiable Gradients in Large Language Model Split Learning

Shiyu Miao, Yunlong Mao, Zirui Huang +5

Gradient matching attacks (GMAs) in LLM split learning (SL) rely on a critical yet underexplored assumption: the gradient exposed at the split interface is a faithful derivative of…