Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research

• A Conceptual Framework to Leverage Heuristics for Effective Human-Machine Collaboration in Incident Handling

  2025 Lecture notes in computer science conference-paper Computer Science Spam and Phishing Detection

  0

  citations
• Position: The Explainability Paradox - Challenges for XAI in Malware Detection and Analysis

  2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) conference-paper Computer Science Advanced Malware Detection Techniques Open access

  4

  citations
• Scalable Concept Extraction in Industry 4.0

  2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  6

  citations
• Evaluating Rule-Based Global XAI Malware Detection Methods

  2023 Lecture notes in computer science conference-paper Computer Science Advanced Malware Detection Techniques Open access

  4

  citations

4 results

• Analyzing the real-world applicability of DGA classifiers

  2020 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Spam and Phishing Detection Open access

  32

  citations
• First Step Towards EXPLAINable DGA Multiclass Classification

  2021 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Advanced Malware Detection Techniques Open access

  18

  citations
• First Step Towards EXPLAINable DGA Multiclass Classification

  2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Malware Detection Techniques

  15

  citations
• Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection

  2020 IEEE Symposium on Visualization for Cyber Security (VIZSEC) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  15

  citations

4 results