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Federated learning-powered real-time behavioral intrusion detection leveraging LSTM, attention, GANs, and large

Abdullah AlHayan1, Jalal Al-Muhtadi2

  • 1Department of Computer Science, CCIS, King Saud University, Riyadh, 11451, Saudi Arabia. 445107907@student.ksu.edu.sa.

Scientific Reports
|February 21, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Attention MechanismContextual Feature EngineeringDistilBERTExplainable AI (XAI)Federated LearningGPT-2Generative Adversarial Networks (GAN)Intrusion Detection System (IDS)Large Language Models (LLM)Long Short-Term Memory (LSTM)Real-Time DetectionSemantic Data Augmentation

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