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cs.CL2025
Improving LLM Unlearning Robustness via Random Perturbations
Dang Huu-Tien, Hoang Thanh-Tung, Anh Bui +3
Here, we show that current LLM unlearning methods inherently reduce models' robustness, causing them to misbehave even when a single non-adversarial forget-token is present in the…
cs.CL2024
On Effects of Steering Latent Representation for Large Language Model Unlearning
Dang Huu-Tien, Trung-Tin Pham, Hoang Thanh-Tung +1
Representation Misdirection for Unlearning (RMU), which steers model representation in the intermediate layer to a target random representation, is an effective method for large la…