A federated learning framework based on transfer learning and knowledge distillation for targeted advertising

The rise of targeted advertising has led to frequent privacy data leaks, as advertisers are reluctant to share information to safeguard their interests. This has resulted in isolated data islands and model heterogeneity challenges. To address these issues, we have proposed a C-means clustering algor...

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Bibliographic Details
Main Authors: Caiyu Su, Jinri Wei, Yuan Lei, Jiahui Li
Format: Article
Language:English
Published: PeerJ Inc. 2023-08-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1496.pdf