| On the usage of generative models for network anomaly detection in multivariate time-series G García González, P Casas, A Fernández, G Gómez ACM SIGMETRICS Performance Evaluation Review 48 (4), 49-52, 2021 | 22 | 2021 |
| Indoor localization using graph neural networks F Lezama, GG González, F Larroca, G Capdehourat 2021 IEEE URUCON, 51-54, 2021 | 12 | 2021 |
| Dc-vae, fine-grained anomaly detection in multivariate time-series with dilated convolutions and variational auto encoders GG González, SM Tagliafico, AF Iie-Fing, G Gómez, J Acuña, P Casas 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2022 | 11 | 2022 |
| Fully invariant generalized Hough transform by out-of-focus multiview sensing with pupil array A Fernández, JM Llaguno, GG González, F Lezama, JR Alonso Applied optics 58 (28), 7766-7773, 2019 | 11 | 2019 |
| Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders GG González, P Casas, A Fernández, G Gómez Proceedings of the 22nd ACM Internet Measurement Conference, 774-775, 2022 | 9 | 2022 |
| Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series GG González, P Casas, A Fenández, G Gómez Proceedings of the SIGCOMM'20 Poster and Demo Sessions, 62-64, 2020 | 2 | 2020 |
| Net-GAN: Recurrent generative adversarial networks for network anomaly detection in multivariate time-series GG González, P Casas, A Fernández, G Gomez Netw Traffic Meas Anal Conf, 2020 | 2 | 2020 |
| Real time anomaly detection in network traffic time series SM Tagliafico, GG González, A Fernández, G Gómez, J Acuna Proceedings ITISE, 1417-1428, 2018 | 2 | 2018 |
| One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data GG González, SM Tagliafico, A Fernández, G Gómez, P Casas IEEE Transactions on Network and Service Management, 2023 | 1 | 2023 |
| Fake it till you Detect it: Continual Anomaly Detection in Multivariate Time-Series using Generative AI GG González, P Casas, A Fernández 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2023 | 1 | 2023 |
| Deep Generative Replay for Multivariate Time-Series Monitoring with Variational Autoencoders GG González, P Casas, A Fernández 2023 7th Network Traffic Measurement and Analysis Conference (TMA), 1-4, 2023 | 1 | 2023 |
| Mining Multivariate Time-Series for Anomaly Detection in Mobile Networks On the Usage of Variational Auto Encoders and Dilated Convolutions GG González, SM Tagliafico, A Fernández, G Gómez, J Acuña, C Mariño, ... KDD, 2022 | 1* | 2022 |
| One model to find them all deep learning for multivariate time-series anomaly detection in mobile network data G García González, S Martínez Tagliafico, A Fernández, G Gómez, ... IEEE Transactions on Network and Service Management (Early Access), dec …, 2023 | | 2023 |
| Fake it till you detect it: Continual anomaly detection in multivariate time-series using generative AI. G García González, P Casas, A Fernández 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2023 | | 2023 |
| Informe final del proyecto: Detección de anomalías en sistemas de telecomunicaciones mediante métodos de aprendizaje continuo GP Gómez Sena, SA Martinez Tagliafico, GD García González, ... Agencia Nacional de Investigación e Innovación, 2022 | | 2022 |
| DC-VAE, Fine-grained anomaly detection in multivariate time-series with dilated convolutions and variational auto encoders G García González, S Martínez Tagliafico, A Fernández, G Gómez, ... 7th International Workshop on Traffic Measurements for Cybersecurity (WTMC …, 2022 | | 2022 |
| Detección de anomalías en sistemas de telecomunicaciones mediante métodos de aprendizaje continuo G Gómez, A Fernández, S Martínez Tagliafico, G García González, ... Udelar. FI., 2020 | | 2020 |
| Net-GAN: Recurrent generative adversarial networks for network anomaly detection in multivariate time-series. G García González, P Casas, A Fernández, G Gomez TMA Conference 2020, Network Traffic Measurement and Analysis Conference …, 2020 | | 2020 |
| Network anomaly detection with Net-GAN, a generative adversarial network for analysis of multivariate time-series. G García González, P Casas, A Fernández, G Gómez ACM Special Interest Group on Data Communication (SIGCOMM’20 Demos and …, 2020 | | 2020 |
| Detección de anomalías en series multivariable con modelos generativos. G García González Udelar. FI., 2020 | | 2020 |
Pedro CasasSenior Scientist, Data Science & AI @AIT ViennaVerified email at ait.ac.at
