25 Nov 2025
Boosting IoT Intrusion Detection with Hybrid Federated LearningPublisher siteActive, last published 2026
In network security and intrusion detection
El Mahfoud
Ennaji
Scholar“Research focused on Network Security and Intrusion Detection and adjacent fields.”
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01 · About the work
What I study
l Mahfoud Ennaji is a researcher working on Network Security and Intrusion Detection. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
El's work has been cited 39 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Network Security and Intrusion Detection×7Internet Traffic Analysis and Secure E-voting×5Advanced Malware Detection Techniques×3Anomaly Detection Techniques and Applications×2
04 · Where I am
Affiliations
Affiliation on published researchUniversité Sultan Moulay Slimane, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
6 works19 Sept 2025
HFEL: A hybrid federated ensemble learning framework for intrusion detection in IoT networksPublisher siteCluster Computing, Network Security and Intrusion Detection
29 Nov 20244cites
Security Challenges and Solutions in IoTPublisher siteAdvances in computational intelligence and robotics book series, IoT and Edge/Fog Computing
29 Nov 2024Open access5cites
Adversarially robust federated deep learning models for intrusion detection in IoTPublisher siteIndonesian Journal of Electrical Engineering and Computer Science, Network Security and Intrusion Detection
1 Jul 2024Open access21cites
Enhancing IoT network defense: advanced intrusion detection via ensemble learning techniquesPublisher siteIndonesian Journal of Electrical Engineering and Computer Science, Network Security and Intrusion Detection
18 Apr 20246cites
Federated Deep Learning Models for Intrusion Detection in IoTPublisher siteExpert Academic Profiles go further
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