Muhammad Asad

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Digital Straight Line

Communication Cost

Inductive Inference

Top Venues

IEEE Internet Things J.

IEEE Wirel. Commun.

Publications

Muhammad Asad, Saima Shaukat, Ehsan Javanmardi, Jin Nakazato, Naren Bao, Manabu Tsukada
Secure and Efficient Blockchain-Based Federated Learning Approach for VANETs. IEEE Internet Things J. 11 (5) (2024)
Muhammad Asad, Safa Otoum
Integrative Federated Learning and Zero-Trust Approach for Secure Wireless Communications. IEEE Wirel. Commun. 31 (2) (2024)
Ryo Iwaki, Jin Nakazato, Muhammad Asad, Ehsan Javanmardi, Kazuki Maruta, Manabu Tsukada, Hideya Ochiai, Hiroshi Esaki
Optimizing mmWave Beamforming for High-Speed Connected Autonomous Vehicles: An Adaptive Approach. CCNC (2024)
Muhammad Asad, Safa Otoum
Towards Privacy-Aware Federated Learning for User-Sensitive Data. BCCA (2023)
Yusuke Sugizaki, Hideya Ochiai, Muhammad Asad, Manabu Tsukada, Hiroshi Esaki
Wireless Ad-Hoc Federated Learning for Cooperative Map Creation and Localization Models. WF-IoT (2023)
Muhammad Asad, Saima Shaukat, Dou Hu, Zekun Wang, Ehsan Javanmardi, Jin Nakazato, Manabu Tsukada
Limitations and Future Aspects of Communication Costs in Federated Learning: A Survey. Sensors 23 (17) (2023)
Zekun Wang, Jin Nakazato, Muhammad Asad, Ehsan Javanmardi, Manabu Tsukada
Overcoming Environmental Challenges in CAVs through MEC-based Federated Learning. ICUFN (2023)
Naren Bao, Jin Nakazato, Muhammad Asad, Ehsan Javanmardi, Manabu Tsukada
Towards a Trusted Inter-Reality: Exploring System Architectures for Digital Identification. IoT (2023)
Muhammad Asad, Safa Otoum, Saima Shaukat
Resource and Heterogeneity-aware Clients Eligibility Protocol in Federated Learning. GLOBECOM (2022)
Muhammad Asad, Muhammad Aslam, Syeda Fizzah Jilani, Saima Shaukat, Manabu Tsukada
SHFL: K-Anonymity-Based Secure Hierarchical Federated Learning Framework for Smart Healthcare Systems. Future Internet 14 (11) (2022)