Muhammad Ayat Hidayat

According to our database, Muhammad Ayat Hidayat authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Privacy-Preserving Federated Learning With Resource-Adaptive Compression for Edge Devices.

Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa

IEEE Internet Things J., April, 2024

Demo : Privacy-Preserving Decentralized Machine Learning Framework for Clustered Resource-Constrained Devices.

Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa

Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

2023

AGC-DP: Differential Privacy with Adaptive Gaussian Clipping for Federated Learning.

Muhammad Ayat Hidayat, Yugo Nakamura, Billy Dawton, Yutaka Arakawa

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

Efficient and Secure: Privacy-Preserving Federated Learning for Resource-Constrained Devices.

Muhammad Ayat Hidayat, Yugo Nakamura, Yutaka Arakawa

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023