Publications
2025
2024
Machine Learning Toolbox for Anomaly Detection in Low-Flying Aircraft Surveillance
Conference on Artificial Intelligence for Defense
2023
impunity: Enforcing Physical Unit Consistency at Definition Time in Python
Journal of Open Aviation Science
2022
CAE: Contextual auto-encoder for multivariate time-series anomaly detection in air transportation
Computers & Security
Detection of contextual anomalies in air traffic data using neural network models
2020
Improved testing of AI-based anomaly detection systems using synthetic surveillance data
8th OpenSky Symposium
Test data generation for false data injection attack testing in air traffic surveillance
IEEE International Conference on Software Testing