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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)

Feature Selection and Decision Forest for a Lightweight Intrusion Detection Model

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

Date: 2023-11-13

Organisation: Marrakech, Morocco

Impact of Feature Selection on Time Series Problems for Forecasting Solar Radiation

Manifestation: INTERNATIONAL WORKSHOP ON SMART SYSTEMS AND ARTIFICIAL INTELLIGENCE

Date: 2023-05-25

Organisation: Marrakech, Morocco

Authentication in Internet of Things: State of Art

Manifestation: The 6th International Conference on Networking, Intelligent Systems & Security Submit your Paper

Date: 2023-05-24

Organisation: Larache, Morocco

A Collaborative Anomaly Detection Model Using En-Semble Learning and Blockchain

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023

Organisation: Errachidia Maroc

Performance Evaluation of Intrusion Detection System Using Gradient Boost

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023

Organisation: Errachidia Maroc

Advanced Prediction of Solar Radiation Using Machine Learning and Principal Component Analysis

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023

Organisation: Errachidia Maroc

Authentication in Internet of Things: State of Art

Manifestation: The 6th International Conference on Networking, Intelligent Systems & Security

Date: 2023

Organisation: Larache, Maroc

2. H. Attou, A. Guezzaz, S. Benkirane, M. Azrour. A Sorting-AB Approach for an Enhanced IDS in Cloud Environment

Manifestation: The 4th International Conference on Artificial Intelligence and Smart Environment

Date: 2022-11-24

Organisation: Errachidia, Morocco

IoT-Enabled Smart Agriculture: Security Issues and Applications

Manifestation: The 4th International Conference on Artificial Intelligence and Smart Environments

Date: 2022-11-24

Organisation: Errachidia, Morocco