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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

This survey critically examines significant research contributions highlighting AI applications across intrusion detection, malware analysis, phishing detection, ransomware mitigation, distributed denial-of-service prevention, and network security and outlines prospective directions to advance the development of intell...

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

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