2 papers
cs.LG2025
Machine Unlearning using Forgetting Neural Networks
Amartya Hatua, Trung T. Nguyen, Filip Cano +1
Modern computer systems store vast amounts of personal data, enabling advances in AI and ML but risking user privacy and trust. For privacy reasons, it is sometimes desired for an…
cs.LG2024
Machine Unlearning using a Multi-GAN based Model
Amartya Hatua, Trung T. Nguyen, Andrew H. Sung
This article presents a new machine unlearning approach that utilizes multiple Generative Adversarial Network (GAN) based models. The proposed method comprises two phases: i) data…