Datasets are not enough: Challenges in labeling network traffic JL Guerra, C Catania, E Veas Computers & Security 120, 102810, 2022 | 60 | 2022 |
Active learning approach to label network traffic datasets JLG Torres, CA Catania, E Veas Journal of information security and applications 49, 102388, 2019 | 31 | 2019 |
DNS tunneling: A deep learning based lexicographical detection approach F Palau, C Catania, J Guerra, S Garcia, M Rigaki arXiv preprint arXiv:2006.06122, 2020 | 28 | 2020 |
A study on labeling network hostile behavior with intelligent interactive tools JL Guerra, E Veas, CA Catania 2019 IEEE Symposium on Visualization for Cyber Security (VizSec), 1-10, 2019 | 14 | 2019 |
Detecting DNS threats: A deep learning model to rule them all F Palau, C Catania, J Guerra, SJ García, M Rigaki XX Simposio Argentino de Inteligencia Artificial (ASAI 2019)-JAIIO 48 (Salta), 2019 | 4 | 2019 |
Visual exploration of network hostile behavior J Guerra, CA Catania, E Veas Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive …, 2017 | 4 | 2017 |
Beyond Random Split for Assessing Statistical Model Performance C Catania, J Guerra, JM Romero, G Caffaratti, M Marchetta arXiv preprint arXiv:2209.03346, 2022 | 3 | 2022 |
Vehicle Blocking Effect in an Urban NLOS Radio Link Operating in the 28 GHz Band N Díaz, J Guerra, M Freire, JC Aviles 2019 IEEE 2nd International Conference on Electronics and Communication …, 2019 | 1 | 2019 |
Improving the Generation of Labeled Network Traffic Datasets Through Machine Learning Techniques J Guerra, C Catania XXIII Congreso Argentino de Ciencias de la Computación (La Plata, 2017)., 2017 | 1 | 2017 |
Aprendizaje por refuerzo aplicado al etiquetado de tráfico de red CA Catania, E Pacini, R Gonzalez, J Guerra, T Parlanti, L Robino, ... XXV Workshop de Investigadores en Ciencias de la Computación (Junín, 13 y 14 …, 2023 | | 2023 |
Detección de patrones de comportamiento en la red a través del análisis de secuencias J Catania, J Guerra, JM Romero, F Palau, G Caffaratti, MG Marchetta XXVII Congreso Argentino de Ciencias de la Computación (CACIC)(Modalidad …, 2021 | | 2021 |
Aplicación de redes neuronales profundas para la detección automática de nombres de dominio generados de manera algorítmica CA Catania, J Guerra, MG Marchetta, G Caffaratti, L Cortez, A Rezinovsky, ... XXIII Workshop de Investigadores en Ciencias de la Computación (WICC 2021 …, 2021 | | 2021 |