Gastón García González

16 papers A 1C 3Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2026 C conf
Bridging Methods and Metrics: A Practical Framework for Time-Series Anomaly Detection - An Application Case to Energy Distribution Stations.
ICPRAM
Manuel Sánchez-Laguardia, Sol Peluffo, Gastón García González, Alicia Fernández, Alvaro Gómez
2026 C conf
GNNs for Time Series Anomaly Detection: An Open-Source Framework and a Critical Evaluation.
ICPRAM
Federico Bello, Gonzalo Chiarlone, Marcelo Fiori, Gastón García González, Federico Larroca
2026 J jnl
GNNs for Time Series Anomaly Detection: An Open-Source Framework and a Critical Evaluation.
CoRR
Federico Bello, Gonzalo Chiarlone, Marcelo Fiori, Gastón García González, Federico Larroca
2025 C conf
ASTELCO: An Augmented Sparse Time Series Dataset with Generative Models.
ICPRAM
Manuel Sánchez-Laguardia, Gastón García González, Emilio Martínez, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez
2025 J jnl
Gamifying Signals: Communications-Themed Capture the Flag for Outreach, Engagement, and Education.
Rev. Iberoam. de Tecnol. del Aprendiz.
Federico Larroca, Gonzalo Belcredi, Romina García Camargo, Gastón García González, Lucas Inglés, Camilo Mariño, Martín Randall
2025 J jnl
Towards Foundation Auto-Encoders for Time-Series Anomaly Detection.
CoRR
Gastón García González, Pedro Casas, Emilio Martínez, Alicia Fernández
2024 — conf
On the Quest for Foundation Generative-AI Models for Anomaly Detection in Time-Series Data.
EuroS&P Workshops
Gastón García González, Pedro Casas, Emilio Martínez, Alicia Fernández
2024 J jnl
One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data.
IEEE Trans. Netw. Serv. Manag.
Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez Sena, José Acuña, Pedro Casas
2024 — conf
Timeless Foundations: Exploring DC-VAEs as Foundation Models for Time Series Analysis.
TMA
Gastón García González, Pedro Casas, Emilio Martínez, Alicia Fernández
2023 — conf
Deep Generative Replay for Multivariate Time-Series Monitoring with Variational Autoencoders.
TMA
Gastón García González, Pedro Casas, Alicia Fernández
2023 — conf
Fake it till you Detect it: Continual Anomaly Detection in Multivariate Time-Series using Generative AI.
EuroS&P Workshops
Gastón García González, Pedro Casas, Alicia Fernández
2022 — conf
DC-VAE, Fine-grained Anomaly Detection in Multivariate Time-Series with Dilated Convolutions and Variational Auto Encoders.
EuroS&P Workshops
Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez, José Acuña, Pedro Casas
2022 A conf
Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders.
IMC
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
2021 J jnl
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series.
SIGMETRICS Perform. Evaluation Rev.
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
2020 — conf
Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series.
SIGCOMM Posters and Demos
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez
2020 J jnl
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series.
CoRR
Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez