Outside the Closed World: On Using Machine Learning for Network Intrusion Detection

• Deployment Challenges of Industrial Intrusion Detection Systems

  2025 Lecture notes in computer science conference-paper Computer Science Network Security and Intrusion Detection

  10

  citations
• Introducing a Comprehensive, Continuous, and Collaborative Survey of Intrusion Detection Datasets

  2024 conference-paper Computer Science Network Security and Intrusion Detection Open access

  7

  citations
• One IDS Is Not Enough! Exploring Ensemble Learning for Industrial Intrusion Detection

  2024 Lecture notes in computer science conference-paper Computer Science Network Security and Intrusion Detection

  4

  citations
• [SoK] Evaluations in Industrial Intrusion Detection Research

  2023 Journal of Systems Research article Computer Science Network Security and Intrusion Detection Open access

  6

  citations
• IPAL: Breaking up Silos of Protocol-dependent and Domain-specific Industrial Intrusion Detection Systems

  2022 International Symposium on Research in Attacks, Intrusions and Defenses (RAID) conference-paper Computer Science Network Security and Intrusion Detection Open access

  37

  citations
• A False Sense of Security?

  2022 conference-paper Computer Science Network Security and Intrusion Detection Open access

  28

  citations
• Reproducible and Adaptable Log Data Generation for Sound Cybersecurity Experiments

  2021 Annual Computer Security Applications Conference conference-paper Computer Science Network Security and Intrusion Detection Open access

  28

  citations
• Machine Learning for Misuse-Based Network Intrusion Detection: Overview, Unified Evaluation and Feature Choice Comparison Framework

  2021 IEEE Access article Computer Science Network Security and Intrusion Detection Open access

  58

  citations

8 results