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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

Mathématiques, Informatique et Modélisation des Systèmes Complexes

Établissement

Ecole Supérieure de Technologie Essaouira

Projets (0 au total)

Aucun projet disponible.

Publications (19 au total)

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

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

Communications (21 au total)

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

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