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Mohamed Abdallah — most-cited papers & profile · Federated Learning
← authors
·
overview
Mohamed Abdallah
15
papers ·
200
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Mimic Learning for Privacy Preserving Intrusion Detection
2020 · 55 citations
FedPot: A Quality-Aware Collaborative and Incentivized Honeypot-Based Detector for Smart Grid Networks
2024 · 15 citations
Exploiting Unlabeled Data in Smart Cities using Federated Learning
2020 · 13 citations
Fine-Grained Data Selection for Improved Energy Efficiency of Federated Edge Learning
2021 · 10 citations
Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method
2020 · 8 citations
Threshold-Based Data Exclusion Approach for Energy-Efficient Federated Edge Learning
2021 · 7 citations
Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks
2021 · 7 citations
Empowering HWNs with Efficient Data Labeling: A Clustered Federated Semi-Supervised Learning Approach
2024 · 2 citations
Efficient Data Labeling and Optimal Device Scheduling in HWNs Using Clustered Federated Semi-Supervised Learning
2024 · 2 citations
Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data
2022
Fair Selection of Edge Nodes to Participate in Clustered Federated Multitask Learning
2023
Optimized Federated Multitask Learning in Mobile Edge Networks: A Hybrid Client Selection and Model Aggregation Approach
2024
Top co-authors
Abdullatif Albaseer
· 10
Ala Al-Fuqaha
· 7
Bekir Sait Ciftler
· 3
Moqbel Hamood
· 3
Aiman Erbad
· 2
and Aiman Erbad
· 2
Abdullatif Albasser
· 1
Abegaz Mohammed
· 1
Ala Al‐Fuqaha
· 1
and Ala Al-Fuqaha
· 1
and Amr Mohamed
· 1
and Saif Alkuwari
· 1
Topics
Federated Learning
Privacy
Optimization
Edge Computing
Communication
Security
Adversarial Attacks