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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

Mathématiques, Informatique et Modélisation des Systèmes Complexes

Établissement

Ecole Supérieure de Technologie Essaouira

Ouvrages (37 au total)

Artificial Intelligence, Data Science and Applications

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

Année: 2024

Éditeur: springer

Blockchain and Machine Learning for IoT Security

Auteur: H. Attou, H. Hissou, A. Guezzaz, S. Benkirane, M. Azrour

Année: 2024

Éditeur: Taylor & Francis Group

Artificial Intelligence, Data Science and Applications

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

Année: 2024

Éditeur: springer

Blockchain and Machine Learning for IoT Security

Auteur: S. Dargaoui, M. Azrour, J. Mabrouki A. El Allaoui, A. Guezzaz, S. Benkirane, A. Alabdulatif

Année: 2024

Éditeur: Taylor & Francis Group

Machine Learning and Data Analytics for Smart Healthcare

Auteur: S. Dargaoui, M. Azrour, A. El Allaoui, A. Guezzaz, S. Benkirane, A. Alabdulatif, F. Amounas

Année: 2024

Éditeur: Taylor & Francis Group

Integrating Blockchain and Artificial Intelligence for Industry 4.0 Innovations

Auteur: M. Azrour, J. Mabrouki, A. Guezzaz, S. Benkirane, H. Asri

Année: 2023

Éditeur: Springer

Advanced Technology for Smart Environment and Energy

Auteur: C. Hazman, S. Benkirane, A. Guezzaz, M. Azrour & M. Abdedaime

Année: 2023

Éditeur: Springer

Advanced Technology for Smart Environment and Energy

Auteur: M. Mohy-Eddine, M. Azrour, J. Mabrouki, F. Amounas, A. Guezzaz & S. Benkirane.

Année: 2023

Éditeur: Springer

Advanced Technology for Smart Environment and Energy

Auteur: S. Dargaoui, M. Azrour, A. El Allaoui, F. Amounas, A. Guezzaz, H. Attou, C. Hazman, S. Benkirane & S. H. Bouazza.

Année: 2023

Éditeur: Springer

Projets (0 au total)

Aucun projet disponible.

Publications (42 au total)

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

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

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

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,