[Paper] Privacy-Preserving Machine Unlearning: An Empirical Study of Selective Synaptic Dampening Against Membership Inference

Implemented a State-of-Art Machine Unlearning via Selective Synaptic Dampening (SSD) to preserve Data Privacy (Right to-be Forgotten) on custom fine-tuned CNN against Membership Inference Attacks (MIA). Evaluated preserving data privacy using MIA and Model’s Parameter Distributions.