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paperGoogle Scholar·25 Oct 2026·M Uddin, H Ullah, S Hussain, MM Althobaiti…

Machine unlearning as a security problem: Threats, defenses, and privacy-security-utility trilemma

Survey treating machine unlearning as a security problem with a privacy-security-utility trade-off.

Abstract

Computer Science …, 2027 - Elsevier. … The survey further extends this analysis to large language models, federated learning, graph learning, reinforcement learning, and diffusion models, which do not …