Mourade Azrour

According to our database, Mourade Azrour authored at least 31 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A smart model integrating LSTM and XGBoost for improving IoT-enabled smart cities security.

Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Clust. Comput., February, 2025

2024

A Robust Model for Predicting Abnormal Behavior in Vehicular Networks using AdaBoost and Chi-Square.

Sara Amaouche, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Wirel. Pers. Commun., October, 2024

Malicious detection model with artificial neural network in IoT-based smart farming security.

Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Clust. Comput., September, 2024

Toward an intrusion detection model for IoT-based smart environments.

Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Multim. Tools Appl., July, 2024

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

Sara Amaouche, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Clust. Comput., June, 2024

An efficient intrusion detection system for IoT security using CNN decision forest.

Kamal Bella, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Yasser Fouad, Mbadiwe Samuel Benyeogor, Nisreen Innab

PeerJ Comput. Sci., 2024

2023

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

Maryam Douiba, Said Benkirane, Azidine Guezzaz, Mourad Azrour

J. Reliab. Intell. Environ., December, 2023

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

Chaimae Hazman, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Clust. Comput., December, 2023

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

Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour

J. Comput. Virol. Hacking Tech., November, 2023

New ECC-Based IoT Authentication Protocol for Securing RFID Systems.

Hind Timouhin, Fatima Amounas, Mourade Azrour

SN Comput. Sci., November, 2023

An Ensemble Learning Based Intrusion Detection Model for Industrial IoT Security.

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

Big Data Min. Anal., September, 2023

Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques.

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

Big Data Min. Anal., September, 2023

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

Mouaad Mohy-Eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour

Multim. Tools Appl., June, 2023

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

Maryam Douiba, Said Benkirane, Azidine Guezzaz, Mourade Azrour

J. Supercomput., 2023

Authentication in Internet of Things: State of Art.

Souhayla Dargaoui, Mourade Azrour, Ahmad El Allaoui, Azidine Guezzaz, Said Benkirane

Proceedings of the 6th International Conference on Networking, 2023

2022

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

Mouaad Mohy-Eddine, Said Benkirane, Azidine Guezzaz, Mourade Azrour

Int. J. Embed. Syst., 2022

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

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

Int. Arab J. Inf. Technol., 2022

Predicting Students' Final Performance Using Artificial Neural Networks.

Ahajjam Tarik, Mohammed Moutaib, Haidar Aissa, Mourade Azrour, Yousef Farhaoui, Mohammed Fattah

Big Data Min. Anal., 2022

Effect of Feature Selection on the Prediction of Direct Normal Irradiance.

Mohamed Khalifa Boutahir, Yousef Farhaoui, Mourade Azrour, Imad Zeroual, Ahmad El Allaoui

Big Data Min. Anal., 2022

2021

A Reliable Network Intrusion Detection Approach Using Decision Tree with Enhanced Data Quality.

Azidine Guezzaz, Said Benkirane, Mourade Azrour, Shahzada Khurram

Secur. Commun. Networks, 2021

Internet of Things Security: Challenges and Key Issues.

Mourade Azrour, Jamal Mabrouki, Azidine Guezzaz, Ambrina Kanwal

Secur. Commun. Networks, 2021

New Efficient and Secured Authentication Protocol for Remote Healthcare Systems in Cloud-IoT.

Mourade Azrour, Jamal Mabrouki, Rajasekhar Chaganti

Secur. Commun. Networks, 2021

Use of internet of things for monitoring and evaluating water's quality: a comparative study.

Jamal Mabrouki, Mourade Azrour, Souad El Hajjaji

Int. J. Cloud Comput., 2021

Survey of high school students' usage of smartphone in Moroccan rural areas.

Mourade Azrour, Jamal Mabrouki, Azidine Guezzaz, Yousef Farhaoui

Int. J. Cloud Comput., 2021

Recent trends in Social Engineering Scams and Case study of Gift Card Scam.

Rajasekhar Chaganti, Bharat Bhushan, Anand Nayyar, Mourade Azrour

CoRR, 2021

Intelligent monitoring system for biogas detection based on the Internet of Things: Mohammedia, Morocco city landfill case.

Jamal Mabrouki, Mourade Azrour, Ghizlane Fattah, Driss Dhiba, Souad El Hajjaji

Big Data Min. Anal., 2021

IoT-based data logger for weather monitoring using arduino-based wireless sensor networks with remote graphical application and alerts.

Jamal Mabrouki, Mourade Azrour, Driss Dhiba, Yousef Farhaoui, Souad El Hajjaji

Big Data Min. Anal., 2021

Mathematical validation of proposed machine learning classifier for heterogeneous traffic and anomaly detection.

Azidine Guezzaz, Younes Asimi, Mourade Azrour, Ahmed Asimi

Big Data Min. Anal., 2021

New enhanced authentication protocol for Internet of Things.

Mourade Azrour, Jamal Mabrouki, Azidine Guezzaz, Yousef Farhaoui

Big Data Min. Anal., 2021

2017

A New Authentication and Key Exchange Protocol for Session Initiation Protocol Using Smart Card.

Mourade Azrour, Yousef Farhaoui, Mohammed Ouanan

Int. J. Netw. Secur., 2017

A New Efficient SIP Authentication and Key Agreement Protocol Based on Chaotic Maps and Using Smart Card.

Mourade Azrour, Mohammed Ouanan, Yousef Farhaoui

Proceedings of the 2nd International Conference on Computing and Wireless Communication Systems, 2017