Azidine Guezzaz

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Intrusion Detection

Multilayer Perceptron

Gradient Boosting

Top Venues

Big Data Min. Anal.

Secur. Commun. Networks

Multim. Tools Appl.

Publications

Sara Amaouche, Azidine Guezzaz, Said Benkirane, Mourade Azrour
IDS-XGbFS: a smart intrusion detection system using XGboostwith recent feature selection for VANET safety. Clust. Comput. 27 (3) (2024)
Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour
Toward an intrusion detection model for IoT-based smart environments. Multim. Tools Appl. 83 (22) (2024)
Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour
An effective intrusion detection approach based on ensemble learning for IIoT edge computing. J. Comput. Virol. Hacking Tech. 19 (4) (2023)
Souhayla Dargaoui, Mourade Azrour, Ahmad El Allaoui, Azidine Guezzaz, Said Benkirane
Authentication in Internet of Things: State of Art. NISS (2023)
Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yousef Farhaoui
An Ensemble Learning Based Intrusion Detection Model for Industrial IoT Security. Big Data Min. Anal. 6 (3) (2023)
Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection. Multim. Tools Appl. 82 (15) (2023)
Hanaa Attou, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yousef Farhaoui
Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques. Big Data Min. Anal. 6 (3) (2023)
Maryam Douiba, Said Benkirane, Azidine Guezzaz, Mourade Azrour
An improved anomaly detection model for IoT security using decision tree and gradient boosting. J. Supercomput. 79 (3) (2023)
Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour
lIDS-SIoEL: intrusion detection framework for IoT-based smart environments security using ensemble learning. Clust. Comput. 26 (6) (2023)
Maryam Douiba, Said Benkirane, Azidine Guezzaz, Mourad Azrour
Anomaly detection model based on gradient boosting and decision tree for IoT environments security. J. Reliab. Intell. Environ. 9 (4) (2023)
Azidine Guezzaz, Mourade Azrour, Said Benkirane, Mouaad Mohy-Eddine, Hanaa Attou, Maryam Douiba
A Lightweight Hybrid Intrusion Detection Framework using Machine Learning for Edge-Based IIoT Security. Int. Arab J. Inf. Technol. 19 (5) (2022)
Mouaad Mohy-Eddine, Said Benkirane, Azidine Guezzaz, Mourade Azrour
Random forest-based IDS for IIoT edge computing security using ensemble learning for dimensionality reduction. Int. J. Embed. Syst. 15 (6) (2022)
Azidine Guezzaz, Younes Asimi, Mourade Azrour, Ahmed Asimi
Mathematical validation of proposed machine learning classifier for heterogeneous traffic and anomaly detection. Big Data Min. Anal. 4 (1) (2021)
Azidine Guezzaz, Said Benkirane, Mourade Azrour, Shahzada Khurram
A Reliable Network Intrusion Detection Approach Using Decision Tree with Enhanced Data Quality. Secur. Commun. Networks 2021 (2021)
Mourade Azrour, Jamal Mabrouki, Azidine Guezzaz, Ambrina Kanwal
Internet of Things Security: Challenges and Key Issues. Secur. Commun. Networks 2021 (2021)
Mourade Azrour, Jamal Mabrouki, Azidine Guezzaz, Yousef Farhaoui
Survey of high school students' usage of smartphone in Moroccan rural areas. Int. J. Cloud Comput. 10 (3) (2021)
Azidine Guezzaz, Ahmed Asimi, Younes Asimi, Zakariae Tbatou, Yassine Sadqi
A Global Intrusion Detection System using PcapSockS Sniffer and Multilayer Perceptron Classifier. Int. J. Netw. Secur. 21 (3) (2019)
Younes Asimi, Ahmed Asimi, Azidine Guezzaz, Zakariae Tbatou, Yassine Sadqi
Unpredictable cryptographic primitives for the Robust Wireless Network Security. FNC/MobiSPC (2018)
Zakariae Tbatou, Ahmed Asimi, Younes Asimi, Yassine Sadqi, Azidine Guezzaz
A New Mutuel Kerberos Authentication Protocol for Distributed Systems. Int. J. Netw. Secur. 19 (6) (2017)