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Informations du chercheur

Nom complet

GUEZZAZ AZIDINE

Grade

PH

Spécialité

Informatique

Thématique de recherche

Sécurité Informatique, Intelligence Artificielle, Cryptography, Routing, Intrusion Detection, Business Intelligence, Blockchains, IoT, Cloud Computing, ...

Laboratoire

Laboratoire de Recherche en Technologies Intelligentes et Durables

Établissement

Ecole Supérieure de Technologie Essaouira

Ouvrages (44 au total)

Smart Technologies for a Sustainable Environment

Auteur: Mourade Azrour, Azidine Guezzaz, Said Jabbour

Année: 2025

Éditeur: Taylor & Francis Group

AI-Enhanced Solutions for Sustainable Cybersecurity

Auteur: M. Azrour, J. Mabrouki, A. Guezzaz, A. Alabdulatif

Année: 2025

Éditeur: IGI Global

Smart Internet of Things for Environment and Healthcare

Auteur: Mourade Azrour, Jamal Mabrouki, Abdulatif Alabdulatif, Azidine Guezzaz, Fatima Amounas

Année: 2025

Éditeur: springer

Machine Learning and Deep Learning Modeling and Algorithms with Applications in Medical and Health Care

Auteur: Sabrou, S., Guezzaz, A., Velu, S.R., Benkirane, S., Eddabbah, M., Azrour, M.

Année: 2025

Éditeur: Springer

Smart Technologies for a Sustainable Environment,

Auteur: C. Zargane, A. Guezzaz, S. Benkirane, M. Azrour

Année: 2025

Éditeur: Taylor and Francis Group

Smart Technologies for a Sustainable Environment

Auteur: 3. H. Hissou, S. Benkirane, A. Guezzaz, M. Azrour, A. Beni-Hssane

Année: 2025

Éditeur: Taylor and Francis Group

Smart Technologies for a Sustainable Environment

Auteur: 4. M. Abdedaime, B. El Kanfoud , F. Moussaid, A. Qafas, A. Guezzaz, M. Azrour

Année: 2025

Éditeur: Taylor and Francis Group

Recent Advances in Internet of Things Security

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

Année: 2025

Éditeur: Taylor and Francis Group

Recent Advances in Internet of Things Security

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

Année: 2025

Éditeur: Taylor and Francis Group

Projets (0 au total)

Aucun projet disponible.

Publications (47 au total)

Adapted Speed System in a Road Bend Situation in VANET Environment

Auteur: Said Benkirane, Azidine Guezzaz, Mourade Azrour, Akber Abid Gardezi, Shafiq Ahmad, Abdelaty Edrees Sayed, Salman Naseer, Muhammad Shafiq

Revue: Computers, Materials & Continua

Année: 2023

DOI: 10.32604/cmc.2023.033119

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: 2022

DOI: 10.1504/ijes.2022.129803

An effective intrusion detection approach based on ensemble learning for IIoT edge computing

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

Revue: Journal of Computer Virology and Hacking Techniques

Année: 2022

DOI: 10.1007/s11416-022-00456-9

lIDS-SIoEL: intrusion detection framework for IoT-based smart environments security using ensemble learning

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

Revue: Cluster Computing

Année: 2022

DOI: 10.1007/s10586-022-03810-0

An improved anomaly detection model for IoT security using decision tree and gradient boosting

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

Revue: The Journal of Supercomputing

Année: 2022

DOI: 10.1007/s11227-022-04783-y

A Lightweight Hybrid Intrusion Detection Framework using Machine Learning for Edge-Based IIoT Security

Auteur: Azidine Guezzaz, Mourade Azrour, Said Benkirane, Mouaad Mohy-Eddine, Hanaa Attou, Maryam Douiba

Revue: The International Arab Journal of Information Technology

Année: 2022

DOI: 10.34028/iajit/19/5/14

Anomaly detection model based on gradient boosting and decision tree for IoT environments security

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

Revue: Journal of Reliable Intelligent Environments

Année: 2022

DOI: 10.1007/s40860-022-00184-3

Mathematical Validation of Proposed Machine Learning Classifier for Heterogeneous Traffic and Anomaly Detection”

Auteur:  A. GUEZZAZ, Y. ASIMI, M. AZROUR and A. ASIMI

Revue: Big Data Mining and Analytics

Année: 2021

DOI: DOI:10.26599/BDMA.2020.9020019

New Enhanced Authentication Protocol for Internet of Things

Auteur:  M. AZROUR, J. MABROUKI, A. GUEZZAZ, Y. FARHAOUI

Revue: Big Data Mining and Analytics

Année: 2021

DOI: DOI:10.26599/BDMA.2020.9020010

Communications (12 au total)

A Collaborative Fog-Based Healthcare Intrusion Detection Security Using Blockchain and Machine Learning

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023

Organisation: FST Errachidia

A Proposed Machine Learning Model for Intrusion Detection in VANET

Manifestation: A Proposed Machine Learning Model for Intrusion Detection in VANET

Date: 2023

Organisation: FST Errachidia

IoT-Enabled Smart Agriculture: Security Issues and Applications

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023

Organisation: FST Errachidia

A Sorting-AB Approach for an Enhanced IDS in Cloud Environment

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023

Organisation: FST Errachidia

Authentication in Internet of Things: State of Art

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

Date: 2023

Organisation: FP Lairaich Morocco

Security Analysis of Ye et al. Authentication Protocol of Internet of Things

Manifestation: The International Conference on Big Data and Smart Digital Environment

Date: 2018-11-30

Organisation: Casablanca, Morocco

SPIT Detection in Telephony over IP Using K-Means Algorithm

Manifestation: Second International Conference on Intelligent Computing in Data Sciences ICDS

Date: 2018-04-17

Organisation: Fes, Morocco

A New Intrusion Detection System for Cloud Computing as a Services Security.

Manifestation: International Conference of Cryptology, Computer Security and Applications (I3CSA’17)

Date: 2017-11-22

Organisation: faculty of sciences Agadir,

Conception and Validation of an Intrusion Detection System using Multilayer Perceptron

Manifestation: The Second International Day on Computer Science & Applied Mathematics (ICSAM’17)

Date: 2017-04-19

Organisation: faculty of sciences and techniques,