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

Maryam Douiba, Said Benkirane, Azidine Guezzaz, +1

The Journal of Supercomputing

Iot Data AnalyticsEngineeringAnomaly DetectionData MiningIntrusion Detection System +5

Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques

Hanaa Attou, Azidine Guezzaz, Said Benkirane, +2

Big Data Mining and Analytics

Anomaly DetectionEngineeringData ScienceData MiningInformation Security +10

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

Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, +1

Multimedia Tools and Applications

EngineeringIntrusion Detection SystemFeature SelectionIot ChallengeIot Security +3

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

Azidine Guezzaz, Said Benkirane, Mourade Azrour, +1

Security and Communication Networks

Ddos DetectionAnomaly DetectionEngineeringData ScienceData Mining +13

An Ensemble Learning Based Intrusion Detection Model for Industrial IoT Security

Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, +2

Big Data Mining and Analytics

Anomaly DetectionMachine LearningEngineeringInformation SecurityIndustrial Iot +23

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

Chaimae Hazman, Azidine Guezzaz, Said Benkirane, +1

Cluster Computing

Intrusion Detection FrameworkEngineeringEnsemble LearningData ScienceIntrusion Detection System +8

Towards an Intelligent Intrusion Detection System to Detect Malicious Activities in Cloud Computing

Hanaa Attou, Mouaad Mohy-eddine, Azidine Guezzaz, +4

Applied Sciences

Anomaly DetectionMachine LearningEngineeringInformation SecurityDetect Malicious Activities +15

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

Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, +1

Journal of Computer Virology and Hacking Techniques

EngineeringMachine LearningData ScienceData MiningEdge Computing +9

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

Azidine Guezzaz, Mourade Azrour, Said Benkirane, +3

The International Arab Journal of Information Technology

Anomaly DetectionMachine LearningEngineeringBiometricsIot Security +17

A Novel Machine Learning Approach for Solar Radiation Estimation

Hasna Hissou, Said Benkirane, Azidine Guezzaz, +2

Sustainability

Energy System DesignMachine LearningEngineeringEnergy ConversionEarth Science +16