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• Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey
  2017 · 213 citations
• A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems
  2018 · 99 citations
• Leveraging Siamese Networks for One-Shot Intrusion Detection Model
  2020 · 2 citations
• Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study (MQTT-IoT-IDS2020 Dataset)
  2020 · 1 citations
• Few-Shot Network Intrusion Detection Using Online Triplet Mining
  2026
• A Novel Contrastive Loss for Zero-Day Network Intrusion Detection
  2026
• Signal-Based Malware Classification Using 1D CNNs
  2025
• From Cyber-Security Deception To Manipulation and Gratification Through Gamification
  2019
• Utilising Deep Learning Techniques for Effective Zero-Day Attack Detection
  2020
• A Review of Cyber-Ranges and Test-Beds: Current and Future Trends
  2020
• Utilising Flow Aggregation to Classify Benign Imitating Attacks
  2021