A Review on Machine Unlearning Algorithms and Privacy Protection
The role of unlearning in privacy protection and its dual role in security is examined, where it serves as a defense against poisoning and backdoors but also becomes an attack surface and verifiable unlearning in federated and decentralized environments remains a central open problem.
John Aliprantis, Christos Kalloniatis
· Electronics · 0 citations