Journal article
Three Guarantees Under One Word: What Importance-Based Selective Forgetting in Language Models Can and Cannot Promise
Unlearning methods are asked to deliver a guarantee, and the word is used for three different ones: that a model's outputs no longer reveal the target under some stated class of queries, that the target is absent from the weights, and that no adversary within a stated budget can restore it. This…