Mohamed I. Ibrahem
3 papers in the PaperMetrix corpus
Papers by this author
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Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems
2023
Federated Learning (FL) has emerged as a powerful approach to facilitate the construction of centralized models without compromising the data privacy of multiple participants. However, conventional FL methodologies do not address system heterogeneity where each …
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Criminal Email Detection Using Innovative Large Language Models and Data Augmentation
2025
The increasing use of email as a communication tool has provided new opportunities for criminals to coordinate illegal activities. In response, law enforcement agencies have turned to advanced technologies to analyze email content and identify …
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Federated Unlearning: Techniques, Trends, and Future Directions
2025
Federated Unlearning (FU) has emerged as a crucial framework to address privacy and regulatory compliance in Federated Learning (FL) systems. FU enables the removal of specific data contributions from trained models while preserving overall performance …