Hongbin Liu

Periodic Recovery From Poisoning Attacks in Machine Learning

2025 · IEEE Transactions on Dependable and Secure Computing

Recovery from poisoning attacks aims to eliminate the influence of a given set of deleted poisoned training data on a model. In practice, model recovery often happensperiodicallysince data deletion occurs repeatedly after a model has …