ULIA recovers labels of forgotten data from federated unlearning model updates, achieving near-perfect attack success on class-level and client-level unlearning.
IEEE Transactions on Neural Networks and Learning Systems (2024)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Label Inference Attacks against Federated Unlearning
ULIA recovers labels of forgotten data from federated unlearning model updates, achieving near-perfect attack success on class-level and client-level unlearning.