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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

Ouvrages (42 au total)

Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)

Auteur: Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour & Sara Amaouche

Année: 2024

Éditeur: Springer

Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)

Auteur: Sara Amaouche, Azidine Guezzaz, Said Benkirane, Mourade Azrour & Chaimae Hazman

Année: 2024

Éditeur: Springer

Artificial Intelligence, Data Science and Applications

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

Année: 2024

Éditeur: Springer

Artificial Intelligence, Data Science and Applications

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

Année: 2024

Éditeur: Springer

Artificial Intelligence, Data Science and Applications

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

Année: 2024

Éditeur: Springer

Smart Internet of Things for Environment and Healthcare

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

Année: 2024

Éditeur: Springer

Smart Internet of Things for Environment and Healthcare

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

Année: 2024

Éditeur: Springer

Blockchain and Machine Learning for IoT Security

Auteur: Hanaa Attou Hasna Hissou Azidine Guezzaz Said Benkirane Mourade Azrour

Année: 2023

Éditeur: Taylor and Francis Group

Blockchain and Machine Learning for IoT Security

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

Année: 2023

Éditeur: Taylor and Francis Group

Projets (0 au total)

Aucun projet disponible.

Publications (21 au total)

IDS-XGbFS: a smart intrusion detection system using XGboostwith recent feature selection for VANET safety

Auteur: Sara Amaouche, undefined AzidineGuezzaz, Said Benkirane, undefined MouradeAzrour

Revue: Cluster Computing

Année: 2023

DOI: 10.1007/s10586-023-04157-w

Towards an Intelligent Intrusion Detection System to Detect Malicious Activities in Cloud Computing

Auteur: Hanaa Attou, Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Abdulatif Alabdultif, Naif Almusallam

Revue: Applied Sciences

Année: 2023

DOI: 10.3390/app13179588

Toward an intrusion detection model for IoT-based smart environments

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

Revue: Multimedia Tools and Applications

Année: 2023

DOI: 10.1007/s11042-023-16436-0

A Novel Machine Learning Approach for Solar Radiation Estimation

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

Revue: Sustainability

Année: 2023

DOI: 10.3390/su151310609

FSCB-IDS: Feature Selection and Minority Class Balancing for Attacks Detection in VANETs

Auteur: Sara Amaouche, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Sohaib Bin Altaf Khattak, Haleem Farman, Moustafa M. Nasralla

Revue: Applied Sciences

Année: 2023

DOI: 10.3390/app13137488

Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques

Auteur: Hanaa Attou, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yousef Farhaoui

Revue: Big Data Mining and Analytics

Année: 2023

DOI: 10.26599/bdma.2022.9020038

An Ensemble Learning Based Intrusion Detection Model for Industrial IoT Security

Auteur: Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yousef Farhaoui

Revue: Big Data Mining and Analytics

Année: 2023

DOI: 10.26599/bdma.2022.9020032

Random forest-based IDS for IIoT edge computing security using ensemble learning for dimensionality reduction

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

Revue: International Journal of Embedded Systems

Année: 2023

DOI: 10.1504/ijes.2022.129803

An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection

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

Revue: Multimedia Tools and Applications

Année: 2023

DOI: 10.1007/s11042-023-14795-2

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