Muhammad Ayat Hidayat

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Privacy Preserving Data Mining

Vertically Partitioned Data

Privacy Preservation

Sensitive Information

Top Venues

IEEE Internet Things J.

Publications

Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa
Enhancing Efficiency in Privacy-Preserving Federated Learning for Healthcare: Adaptive Gaussian Clipping With DFT Aggregator. IEEE Access 12 (2024)
Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa
Privacy-Preserving Federated Learning With Resource-Adaptive Compression for Edge Devices. IEEE Internet Things J. 11 (8) (2024)
Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa
Demo : Privacy-Preserving Decentralized Machine Learning Framework for Clustered Resource-Constrained Devices. MobiSys (2024)
Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa
Efficient and Secure: Privacy-Preserving Federated Learning for Resource-Constrained Devices. MDM (2023)
Muhammad Ayat Hidayat, Yugo Nakamura, Billy Dawton, Yutaka Arakawa
AGC-DP: Differential Privacy with Adaptive Gaussian Clipping for Federated Learning. MDM (2023)