Soufyane Mounir

Université Sultan Moulay Slimane — MA

Computer Science · Physical Sciences

8h-index347citations37works2.82yr avg
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Research Topics

Network Security and Intrusion Detection(21), Advanced Malware Detection Techniques(12), Anomaly Detection Techniques and Applications(8), Internet Traffic Analysis and Secure E-voting(8), IoT and Edge/Fog Computing(4)

Publications37 total

Weakly Coupled MDP for Load Balancing in Containerized Cloud: A Scalable Control Design
2025Open Access
HFEL: A hybrid federated ensemble learning framework for intrusion detection in IoT networks
Cluster Computing·2025
Autoencoder-Based Anomaly Detection with Dimensionality Reduction Algorithms in Cyber-Physical Systems
International Journal of Computing and Digital Systems·2025Open Access
Machine Learning Techniques for Enhanced Malware Detection in Portable Executable Files
Lecture notes in networks and systems·2025· 1 cited
Applying the MCDM VIKOR to Analyze Sustainability in the Automotive Wiring Industry's Supply Chain
Lecture notes in networks and systems·2025
Prediction of case types from non-searchable pdf documents in arabic: Comparison of machine learning and deep learning with image processing
E3S Web of Conferences·2025Open Access
Optimizing Cloud Resource Allocation with Dynamic Container Scalability: A Case Study Using JMT
Lecture notes in networks and systems·2025
Enhancing malware detection capabilities using deep learning with advanced hyperparameter tuning
Indonesian Journal of Electrical Engineering and Computer Science·2024Open Access
Adversarially robust federated deep learning models for intrusion detection in IoT
Indonesian Journal of Electrical Engineering and Computer Science·2024· 4 citedOpen Access
Security Challenges and Solutions in IoT
Advances in computational intelligence and robotics book series·2024· 2 cited
Label flipping attacks in hierarchical federated learning for intrusion detection in IoT
Information Security Journal A Global Perspective·2024· 3 cited
Enhancing IoT network defense: advanced intrusion detection via ensemble learning techniques
Indonesian Journal of Electrical Engineering and Computer Science·2024· 20 citedOpen Access
Enhancing Internet of Things Network Security Through an Ensemble-Learning Approach
2024· 2 cited
Federated Deep Learning Models for Intrusion Detection in IoT
2024· 6 cited
Refining Malware Detection with Enhanced Machine Learning Algorithms using Hyperparameter Tuning
International Journal of Critical Computer-Based Systems·2024
Refining malware detection with enhanced machine learning algorithms using hyperparameter tuning
International Journal of Critical Computer-Based Systems·2024Open Access
Safeguarding Industry 4.0: A Machine Learning Approach for Cyber-Physical Systems Security and Sustainability
E3S Web of Conferences·2024· 1 citedOpen Access
Machine Learning Algorithms for Intrusion Detection in IoT Prediction and Performance Analysis
Procedia Computer Science·2024· 11 citedOpen Access
Attack and anomaly detection in IoT Networks using machine learning approaches
2023· 9 cited
Deep Learning Techniques for Malware Classification
2023
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Frequent Co-authors

Yassine Maleh(26), Salah El Hajla(8), El Mahfoud Ennaji(7), Karim Ouazzane(4), Badia Mounir(3), Abdelmajid Farchi(3), Walid El Mouhtadi(3), Youssef Qasmaoui(2), Ennaji Elmahfoud(2), Imad El Hassak(2), Zahra Oughannou(2), Ilham Mounir(2), Adam Houmairi(2), El Mehdi Kandoussi(2), Khalid El Gholami(1), Yassine Sadqi(1), Judith Ellen Pinsley(1), Salah Elhajla(1), Mohamed Farchi(1), Karim Tahiry(1)