Deep learning approaches for anomaly-based intrusion detection systems: A survey, taxonomy, and open issues

Arwa Aldweesh, Abdelouahid Derhab, Ahmed Emam

Knowledge-Based Systems

Deep Learning ApproachesAnomaly DetectionMachine LearningData ScienceData Mining +10

Security and Privacy for Green IoT-Based Agriculture: Review, Blockchain Solutions, and Challenges

Mohamed Amine Ferrag, Lei Shu, Xing Yang, +1

IEEE Access

Precision AgricultureEngineeringInformation SecurityAgricultural EconomicsIot Security +17

MalDozer: Automatic framework for android malware detection using deep learning

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, +1

Digital Investigation

Mobile SecurityEngineeringMachine LearningData ScienceData Mining +9

TSDL: A Two-Stage Deep Learning Model for Efficient Network Intrusion Detection

Farrukh Aslam Khan, Abdu Gumaei, Abdelouahid Derhab, +1

IEEE Access

Network FlowsAnomaly DetectionMachine LearningData ScienceData Mining +13

Denial of service attack detection and mitigation for internet of things using looking-back-enabled machine learning techniques

Alaeddine Mihoub, Ouissem Ben Fredj, Omar Cheikhrouhou, +2

Computers & Electrical Engineering

Ddos DetectionEngineeringMachine LearningData ScienceIntrusion Detection System +5

Privacy Preservation in e-Healthcare Environments: State of the Art and Future Directions

Muneeb Ahmed Sahi, Haider Abbas, Kashif Saleem, +6

IEEE Access

EngineeringInformation SecurityHealth Data ProtectionNext Big WaveHealth Data Security +23

Blockchain and Random Subspace Learning-Based IDS for SDN-Enabled Industrial IoT Security

Abdelouahid Derhab, Mohamed Guerroumi, Abdu Gumaei, +3

Sensors

EngineeringInformation SecurityIndustrial IotIot SecurityFormal Verification +15

A Hybrid Linguistic and Knowledge-Based Analysis Approach for Fake News Detection on Social Media

Noureddine Seddari, Abdelouahid Derhab, Mohamed Belaoued, +3

IEEE Access

Fake NewsMedia StandardsDifferent Social MediaCommunicationContent-sharing Platforms +19

Intrusion Detection System for Internet of Things Based on Temporal Convolution Neural Network and Efficient Feature Engineering

Abdelouahid Derhab, Arwa Aldweesh, Ahmed Emam, +1

Wireless Communications and Mobile Computing

Convolutional Neural NetworkAnomaly DetectionMachine LearningEngineeringBig Data Analytics +15

A novel hybrid load forecasting framework with intelligent feature engineering and optimization algorithm in smart grid

Ghulam Hafeez, Imran Khan, Sadaqat Jan, +3

Applied Energy

EngineeringSmart GridEnergy ManagementSmart Distribution NetworkEnergy Forecasting +7