Publications

2025

Are Autonomous Web Agents Good Testers?
Antoine Chevrot, et al.
ISSTA

2024

Machine Learning Toolbox for Anomaly Detection in Low-Flying Aircraft Surveillance
Melvyn Pirolley, Raphael Couturier, Aymeric Cretin, Antoine Chevrot, Thomas Dubot
Conference on Artificial Intelligence for Defense

2023

impunity: Enforcing Physical Unit Consistency at Definition Time in Python
Antoine Chevrot, Xavier Olive
Journal of Open Aviation Science
Uncertainty Assessment of Fuel Consumption Based on Open Data
Antoine Chevrot, Luis Basora
Journal of Open Aviation Science
Bringing Explainability to Autoencoding Neural Networks Encoding Aircraft Trajectories
Zakaria Ezzahed, Antoine Chevrot, Christophe Hurter, Xavier Olive
SIDS

2022

CAE: Contextual auto-encoder for multivariate time-series anomaly detection in air transportation
Antoine Chevrot, et al.
Computers & Security
Detection of contextual anomalies in air traffic data using neural network models
Antoine Chevrot

2020

Improved testing of AI-based anomaly detection systems using synthetic surveillance data
Antoine Chevrot, et al.
8th OpenSky Symposium
Test data generation for false data injection attack testing in air traffic surveillance
Aymeric Cretin, Alexandre Vernotte Antoine Chevrot, Fabien Peureux, Bruno Legeard
IEEE International Conference on Software Testing