Sökning: "Yixiong Wang"

Hittade 1 uppsats innehållade orden Yixiong Wang.

  1. 1. Unlearn with Your Contribution : A Machine Unlearning Framework in Federated Learning

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Yixiong Wang; [2023]
    Nyckelord :Machine Learning; Federated Learning; Machine Unlearning; Privacy; Maskininlärning; Federerad inlärning; Maskinavlärande; Sekretess;

    Sammanfattning : Recent years have witnessed remarkable advancements in machine learning, but with these advances come concerns about data privacy. Machine learning inherently involves learning functions from data, and this process can potentially lead to information leakage through various attacks on the learned model. LÄS MER