Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions

Sadia Qureshi, Thanveer Shaik, Xiaohui Tao +4

The growing demand for data privacy in Machine Learning (ML) applications has seen Machine Unlearning (MU) emerge as a critical area of research. As the `right to be forgotten' bec…