Nour Moustafa
Publications by Year
Research Areas
Network Security and Intrusion Detection, Anomaly Detection Techniques and Applications, Advanced Malware Detection Techniques, Internet Traffic Analysis and Secure E-voting, Smart Grid Security and Resilience
Most-Cited Works
- → UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)(2015)3,412 cited
- → The evaluation of Network Anomaly Detection Systems: Statistical analysis of the UNSW-NB15 data set and the comparison with the KDD99 data set(2016)1,023 cited
- → TON_IoT Telemetry Dataset: A New Generation Dataset of IoT and IIoT for Data-Driven Intrusion Detection Systems(2020)721 cited
- → A new distributed architecture for evaluating AI-based security systems at the edge: Network TON_IoT datasets(2021)571 cited
- → An Ensemble Intrusion Detection Technique Based on Proposed Statistical Flow Features for Protecting Network Traffic of Internet of Things(2018)547 cited
- → A Deep Blockchain Framework-Enabled Collaborative Intrusion Detection for Protecting IoT and Cloud Networks(2020)439 cited
- → ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data Sets(2021)361 cited
- → NetFlow Datasets for Machine Learning-Based Network Intrusion Detection Systems(2021)346 cited
- → A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions(2020)341 cited
- → Identification of malicious activities in industrial internet of things based on deep learning models(2018)327 cited