The paper proposes an over-unlearning metric and a prototype-based relearning attack for class-level machine unlearning, together with a defense objective called Spotter.
Inexact unlearning needs more care- ful evaluations to avoid a false sense of privacy
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Unlearning's Blind Spots: Over-Unlearning and Prototypical Relearning Attack
The paper proposes an over-unlearning metric and a prototype-based relearning attack for class-level machine unlearning, together with a defense objective called Spotter.