MLLMEraser: Achieving Test-Time Unlearning in Multimodal Large Language Models through Activation Steering

arXiv:2510.04217 · cs.LG, cs.AI · Submitted 2025-10-05 · Read on arXiv

cs.LG, cs.AI

Submitted: 2025-10-05

Updated: 2026-10-30

Terminology

• Steering — 3× in this paper · explained in 2 episodes
• Activation Steering — 2× in this paper · explained in 7 episodes
• MLLMs — 2× in this paper · explained in 2 episodes
• Training-Free Framework — 1× in this paper · explained in 2 episodes
• computational cost — 1× in this paper · explained in 2 episodes

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