05/2025 – 11/2025
Master's Thesis (Grade 1.0) — TU Darmstadt
Designing Adaptive and Explainable Anomaly Detection for Sustainable Security Systems
- Adaptive, explainable anomaly detection system optimised for resource efficiency in security monitoring.
- Derived 13 design principles and a functional prototype via Design Science Research and 16 expert interviews, balancing detection accuracy against energy efficiency.