A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

4 October 2024

Papers citing "A Probabilistic Perspective on Unlearning and Alignment for Large Language Models"

4 / 4 papers shown

Title
LLM-Safety Evaluations Lack Robustness Tim Beyer Sophie Xhonneux Simon Geisler Gauthier Gidel Leo Schwinn Stephan Günnemann ALM ELM 83 0 0 04 Mar 2025
The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence Tom Wollschlager Jannes Elstner Simon Geisler Vincent Cohen-Addad Stephan Günnemann Johannes Gasteiger LLMSV 47 0 0 24 Feb 2025
REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective Simon Geisler Tom Wollschlager M. H. I. Abdalla Vincent Cohen-Addad Johannes Gasteiger Stephan Günnemann AAML 68 2 0 24 Feb 2025
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space Leo Schwinn David Dobre Sophie Xhonneux Gauthier Gidel Stephan Gunnemann AAML 28 36 0 14 Feb 2024