Author

Ian G. Harris

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Preprint Aug 2026

ConceptGuard: Benchmarking Context-Sensitive Unlearning in Large Language Models

It is argued that effective unlearning must operate at the level of concepts, ensuring complete removal of unsafe applications while maintaining their correct and useful usage, thereby achieving conceptually meaningful and complete unlearning.

Sahil Kale, Ian G. Harris · 0 citations