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Nullify: Null-Space Activation Steering for Training-Free LLM Unlearning
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Researchers introduced Nullify, a training-free technique using activation steering to erase private data from LLMs.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.LG — Machine Learning · RESEARCH
- Published by source
- 9 October 2026
- Collected by OneBench
- 10 Oct 2026, 03:02 UK
Stored source excerpt
arXiv:2610.10655v1 Announce Type: new Abstract: Large Language Models (LLMs) inevitably internalize substantial amounts of sensitive or private information during pre-training, while LLM unlearning aims to…
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