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Dr.Irshad Ahmed Sumra

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#federated learning Review Open access Sep 2026

An Intelligent Cyber Threat Prevention: A Systematic Survey of AI-Based Approaches and Open Challenges

The increasing complexity and frequency of cyber-attacks have exposed the critical limitations of traditional signature-based security systems.Artificial Intelligence (AI) encompassing machine learning, deep learning, large language models federated learning, and reinforcement learning has emerged as a transformative p...

Muhammad Zahid Mehmood, Dr.Irshad Ahmed Sumra, Sobia Yaqoob · 0 citations

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