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2025	Hybrid pre trained model based feature extraction for enhanced indoor scene classification in federated learning environments Scientific Reports Monica Dutta, Deepali Gupta, Vikas Khullar, Sapna Juneja, Roobaea Alroobaea, Pooja Sapra
2025	Anomaly Detection Model in Network Security Situational Awareness Based on Machine Learning: Limitation, Techniques, and Future Trends IEEE Access Li Zhen, Nazhatul Hafizah Kamarudin, Ven Jyn Kok, Faizan Qamar
2025	FOCC: A Synthetically Balanced Federated One-Class-Classification for Cyber Threat Intelligence in Software Defined Networking IEEE Open Journal of the Computer Society Syed Hussain Ali Kazmi, Faizan Qamar, Rosilah Hassan, Kashif Nisar
2025	Neuro-Driven Agent-Based Security for Quantum-Safe 6G Networks Mathematics Mohammed Alwakeel
2025	A Review of 6G and AI Convergence: Enhancing Communication Networks With Artificial Intelligence IEEE Open Journal of the Communications Society Yousef Sanjalawe, Salam Fraihat, Salam Al-E’Mari, Mosleh Abualhaj, Sharif Makhadmeh, Emran Alzubi