| 2023 | AAAI | Out-of-Distribution Detection Is Not All You Need. | Joris Gurin, Kevin Delmas, Raul Sena Ferreira, Jrmie Guiochet |
| 2023 | ECAI | SENA: Similarity-Based Error-Checking of Neural Activations. | Raul Sena Ferreira, Joris Gurin, Jrmie Guiochet, Hlne Waeselynck |
| 2022 | ISSRE | Unifying Evaluation of Machine Learning Safety Monitors. | Joris Gurin, Raul Sena Ferreira, Kevin Delmas, Jrmie Guiochet |
| 2022 | PRDC | SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images. | Raul Sena Ferreira, Joris Gurin, Jrmie Guiochet, Hlne Waeselynck |
| 2021 | DSN | Workshop on Safer Autonomous Systems: Special theme: safety-aware design and validation of autonomous systems. | Hlne Waeselynck, Raul Sena Ferreira, Luca Vittorio Sartori |
| 2021 | PRDC | Benchmarking Safety Monitors for Image Classifiers with Machine Learning. | Raul Sena Ferreira, Jean Arlat, Jrmie Guiochet, Hlne Waeselynck |
| 2020 | ISSRE | Towards safety monitoring of ML-based perception tasks of autonomous systems. | Raul Sena Ferreira |
| 2017 | SAC | TransReport: collaborative supervision of the public transportation. | Raul Sena Ferreira, Renan Prata, Carlos Eduardo Barbosa, Jano Moreira de Souza, Vinicius Mororo, Kleyton Pontes Cotta |