Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series. - Gastón García González; Pedro Casas; Alicia Fernández; Gabriel Gómez 001 (SIGCOMM Posters and Demos, 2020)

On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series. - Gastón García González; Pedro Casas; Alicia Fernández; Gabriel Gómez 001 (SIGMETRICS Perform. Evaluation Rev., 2021)

DC-VAE, Fine-grained Anomaly Detection in Multivariate Time-Series with Dilated Convolutions and Variational Auto Encoders. - Gastón García González; Sergio Martinez Tagliafico; Alicia Fernández; Gabriel Gómez 001; José Acuña; Pedro Casas (EuroS&P Workshops, 2022)

Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders. - Gastón García González; Pedro Casas; Alicia Fernández; Gabriel Gómez 001 (IMC, 2022)

Fake it till you Detect it: Continual Anomaly Detection in Multivariate Time-Series using Generative AI. - Gastón García González; Pedro Casas; Alicia Fernández (EuroS&P Workshops, 2023)

Deep Generative Replay for Multivariate Time-Series Monitoring with Variational Autoencoders. - Gastón García González; Pedro Casas; Alicia Fernández (TMA, 2023)

TELCO. - Gastón García González; Sergio Martinez Tagliafico; Alicia Fernández; Gabriel Gómez 001; José Acuña; Pedro Casas (IEEE DataPort, 2023)

On the Quest for Foundation Generative-AI Models for Anomaly Detection in Time-Series Data. - Gastón García González; Pedro Casas; Emilio Martínez; Alicia Fernández (EuroS&P Workshops, 2024)

Timeless Foundations: Exploring DC-VAEs as Foundation Models for Time Series Analysis. - Gastón García González; Pedro Casas; Emilio Martínez; Alicia Fernández (TMA, 2024)

One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data. - Gastón García González; Sergio Martinez Tagliafico; Alicia Fernández; Gabriel Gómez Sena; José Acuña; Pedro Casas (IEEE Trans. Netw. Serv. Manag., 2024)

ASTELCO: An Augmented Sparse Time Series Dataset with Generative Models. - Manuel Sánchez-Laguardia; Gastón García González; Emilio Martínez; Sergio Martinez Tagliafico; Alicia Fernández; Gabriel Gómez 001 (ICPRAM, 2025)

Towards Foundation Auto-Encoders for Time-Series Anomaly Detection. - Gastón García González; Pedro Casas; Emilio Martínez; Alicia Fernández (CoRR, 2025)