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Informations du chercheur

Nom complet

Benkirane Said

Grade

PH

Spécialité

Informatique

Thématique de recherche

IA, IoT, Cloud, Sécurité et Robotique

Laboratoire

Laboratoire de Recherche en Technologies Intelligentes et Durables

Établissement

Ecole Supérieure de Technologie Essaouira

Chapitres d'ouvrage (41 au total)

Feature Selection in Solar Radiation Forecasting: Insights From Simulated Annealing

Dans l'ouvrage: Advanced Computation Solutions for Energy Efficiency (pp.95-126)

Auteur: Hasna Hissou, Said Benkirane, Azidine Guezzaz, Mourade Azrour, Abderrahim Beni-Hssane

Année: 2025

Éditeur: IGI Global

A collaborative anomaly detection model using QRNN and blockchain

Dans l'ouvrage: Recent Advances in Internet of Things Security (pp.194-204)

Auteur: Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Année: 2025

Éditeur: Taylor & Francis Group

Efficient IoT intrusion detection with XGBoost and feature selection

Dans l'ouvrage: Recent Advances in Internet of Things Security (pp.82-92)

Auteur: Kamal Bella, Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Année: 2025

Éditeur: Taylor & Francis Group

Combined machine learning for anomaly detection in IoT aggregator RPi

Dans l'ouvrage: Recent Advances in Internet of Things Security (pp.72-81)

Auteur: Maryam Douiba, Said Benkirane, Azidine Guezzaz, Mourade Azrour

Année: 2025

Éditeur: Taylor & Francis Group

A monitoring system with deep learning for IoT smart environments security

Dans l'ouvrage: Recent Advances in Internet of Things Security (pp.93-104)

Auteur: Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Kamal Bella

Année: 2025

Éditeur: Taylor & Francis Group

A comparative analysis of random forest and isolation forest intrusion detection systems

Dans l'ouvrage: Recent Advances in Internet of Things Security (pp.181-193)

Auteur: Sara Amaouche, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Année: 2025

Éditeur: Taylor & Francis Group

Machine learning for security boosting in Internet of Things environments

Dans l'ouvrage: Recent Advances in Internet of Things Security (pp.63-71)

Auteur: Souhayla Dargaoui Mourade Azrour Ahmad El Allaoui Azidine Guezzaz Said Benkirane

Année: 2025

Éditeur: Taylor & Francis Group

A secure approach for next-generation IoT networks

Dans l'ouvrage: Recent Advances in Internet of Things Security (pp.30-38)

Auteur: Hafida Assmi, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Année: 2025

Éditeur: Taylor & Francis Group

Pruning and Quantization of CNN-Based Intrusion Detection Systems for Cyber-Physical Systems

Dans l'ouvrage: Intersection of Artificial Intelligence, Data Science, and Cutting-Edge Technologies: From Concepts to Applications in Smart Environment (pp.348-354)

Auteur: Kamal Bella Azidine Guezzaz Said Benkirane Mourade Azrour Slimane Ennajar

Année: 2025

Éditeur: Springer

Projets (0 au total)

Aucun projet disponible.

Publications (21 au total)

Optimizing Proof-of-Work mining: Toward more scalable and sustainable blockchains

Auteur: Youssef Lamriji, Mohammed Kasri, Khalid El Makkaoui, Said Benkirane, Abderrahim Beni-Hssane

Revue: EDPACS

Année: 2025

DOI: 10.1080/07366981.2025.2571298

Optimizing abnormal activities in IoT networks using IDS with deep learning and feature engineering

Auteur: Mouaad Mohy-eddine, Kamal Bella, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Youssef Kerfi

Revue: Cluster Computing

Année: 2025

DOI: 10.1007/s10586-025-05488-6

An efficient intrusion detection system for IoT security using CNN decision forest

Auteur: Kamal Bella, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yasser Fouad, Mbadiwe S. Benyeogor, Nisreen Innab

Revue: PeerJ Computer Science

Année: 2024

DOI: 10.7717/peerj-cs.2290

Malicious detection model with artificial neural network in IoT-based smart farming security

Auteur: Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Revue: Cluster Computing

Année: 2024

DOI: 10.1007/s10586-024-04334-5

A Robust Model for Predicting Abnormal Behavior in Vehicular Networks using AdaBoost and Chi-Square

Auteur: Sara Amaouche, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Revue: Wireless Personal Communications

Année: 2024

DOI: 10.1007/s11277-024-11615-0

A lightweight time series method for prediction of solar radiation

Auteur: Hasna Hissou, Said Benkirane, Azidine Guezzaz, Mourade Azrour, Abderrahim Beni-Hssane

Revue: Energy Systems

Année: 2024

DOI: 10.1007/s12667-024-00657-9

Enhanced IDS with Deep Learning for IoT-Based Smart Cities Security

Auteur: Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Revue: Tsinghua Science and Technology

Année: 2024

DOI: 10.26599/tst.2023.9010033

A smart model integrating LSTM and XGBoost for improving IoT-enabled smart cities security

Auteur: Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Revue: Cluster Computing

Année: 2024

DOI: 10.1007/s10586-024-04780-1

An Intrusion Detection Model using election-Based Feature Selection and K-NN

Auteur: Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Revue: Microprocessors and Microsystems

Année: 2023

DOI: 10.1016/j.micpro.2023.104966

Communications (22 au total)

Efficient IoT Intrusion Detection: Integrating Random Forest Feature Selection with MLP Model Pruning

Manifestation: Sustainable Civil Infrastructures

Date: 2025

Organisation: Higher School of Technology, DAKHLA, MOROCCO

Internet-of-Things-Enabled Smart Agriculture: Security Enhancement Approaches

Manifestation: 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

Date: 2024

Organisation: Fès - Maroc

Investigating the Influence of Feature Selection on Time Series Forecasting for Solar Radiation

Manifestation: The International Conference on Big Data and Artificial Intelligence Applications

Date: 2023-11-3

Organisation: Laayoune, Morocco

Investigating the Influence of Feature Selection on Time Series Forecasting for Solar Radiation

Manifestation: The 5th International Conference on Artificial Intelligence and Smart Environments

Date: 2023-11-23

Organisation: Errachidia, Morocco

A Whale Optimization Algorithm Feature Selection model for Detecting Intrusion in IoT Environments

Manifestation: The 5th International Conference on Artificial Intelligence and Smart Environments

Date: 2023-11-23

Organisation: Errachidia, Morocco

Performances Evaluation of Intrusion Detection System using Gradient Boost

Manifestation: The 5th International Conference on Artificial Intelligence and Smart Environments

Date: 2023-11-23

Organisation: Errachidia, Morocco

A Collaborative Anomaly Detection Model using Ensemble Learning and Blockchain

Manifestation: The 5th International Conference on Artificial Intelligence and Smart Environments

Date: 2023-11-23

Organisation: Errachidia, Morocco

Machine Learning-Based Solar Radiation Forecasting: Overcoming Measurement Challenges and Enhancing prediction with Principal Component Analysis

Manifestation: THE 4TH CONFERENCE ON APPLIED SCIENCES & COMPUTER ENGINEERING

Date: 2023-11-13

Organisation: Marrakech, Morocco

Enhancing VANET Security through Machine Learning-Based Intrusion Detection : A TON-IOT Dataset Approach

Manifestation: THE 4TH CONFERENCE ON APPLIED SCIENCES & COMPUTER ENGINEERING

Date: 2023-11-13

Organisation: Marrakech, Morocco