Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning

Author:

Hosain Md. Tanzib1,Zaman Asif1,Sajid Md. Shahriar2,Khan Shadman Sakeeb3,Akter Shanjida3

Affiliation:

1. American International University-Bangladesh,Department of Computer Science & Engineering,Dhaka,Bangladesh

2. Rajshahi University of Engineering & Technology,Department of Electrical & Computer Engineering,Rajshahi,Bangladesh

3. North South University,Department of Computer Science & Engineering,Dhaka,Bangladesh

Funder

University of Bahrain

Publisher

IEEE

Reference46 articles.

1. Communication-efficient learning of deep networks from decentralized data;McMahan,2017

2. Deep Learning with Differential Privacy

3. Practical secure aggregation for federated learning on user-held data;Bonawitz,2016

4. Federated Machine Learning

5. Differential Privacy

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