First-author publications:

• Fast Reliability Estimation for Neural Networks with Adversarial Attack-Driven Importance Sampling,
  K.T., T. Furon - 40th Conference on Uncertainty in Artificial Intelligence (UAI), Jul 2024, Barcelona, Spain.

• Gradient-Informed Neural Network Statistical Robustness Estimation,
  K.T., T. Furon, M. Rousset - 26th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2023, Valencia, Spain.

• Efficient Statistical Assessment of Neural Network Corruption Robustness,
  K.T., T. Furon, M. Rousset - 35th Conference on Neural Information Processing Systems (NeurIPS), Dec 2021, Sydney (virtual), Australia.

• Évaluation statistique efficace de la robustesse de classifieurs,
  K.T., T. Furon, M. Rousset, L.-M. Traonouez - Conference on Artificial Intelligence for Defense (CAID), Nov 2021, Rennes, France.

Other publications:

• TS-SCAN: a Density-Based Clustering Method for Trajectory Analysis and Anomaly Detection,
  L. Monnier, L.-M. Traonouez, K.T. - 7th International Conference on RADAR (RADAR), Oct 2024, Rennes, France.

• Three Bricks to Consolidate Watermarks for Large Language Models,
  P. Fernandez, A. Chaffin, K.T., V. Chappelier, T. Furon - IEEE 15th International Workshop on Information Forensics and Security (WIFS), Dec 2023, Nuremberg, Germany.

Ph.D. Thesis:

• Reliability of Deep Learning with Rare Event Simulation: Theory and Practice,
  K.T., thesis defended in April 2024.