SALT: Steering Activations towards Leakage-free Thinking in Chain of Thought

Shourya Batra, Pierce Tillman, Samarth Gaggar +6

As Large Language Models (LLMs) evolve into personal assistants with access to sensitive user data, they face a critical privacy challenge: while prior work has addressed output-le…