Saima Shaukat

A Comprehensive Survey on Privacy-Preserving Techniques in Federated Recommendation Systems

Muhammad Asad, Saima Shaukat, Ehsan Javanmardi et al. · Applied Sciences · 2023 · 36 citations · Full text

Engineering, Information Security, Privacy Regulations +21

Secure and Efficient Blockchain-Based Federated Learning Approach for VANETs

Muhammad Asad, Saima Shaukat, Ehsan Javanmardi et al. · IEEE Internet of Things Journal · 2023 · 24 citations

SHFL: K-Anonymity-Based Secure Hierarchical Federated Learning Framework for Smart Healthcare Systems

Muhammad Asad, Muhammad Aslam, Syeda Fizzah Jilani et al. · Future Internet · 2022 · 18 citations · Full text

Engineering, Privacy-preserving Techniques, Machine Learning +22

Resource and Heterogeneity-aware Clients Eligibility Protocol in Federated Learning

Muhammad Asad, Safa Otoum, Saima Shaukat · GLOBECOM 2022 - 2022 IEEE Global Communications Conference · 2022 · 10 citations

Clients Eligibility-Based Lightweight Protocol in Federated Learning: An IDS Use Case

Muhammad Asad, Safa Otoum, Saima Shaukat · IEEE Transactions on Network and Service Management · 2024 · 10 citations