Gastón García González
According to our database1,
Gastón García González
authored at least 7 papers
between 2020 and 2024.
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Bibliography
2024
One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data.
IEEE Trans. Netw. Serv. Manag., April, 2024
2023
Deep Generative Replay for Multivariate Time-Series Monitoring with Variational Autoencoders.
Proceedings of the 7th Network Traffic Measurement and Analysis Conference, 2023
Fake it till you Detect it: Continual Anomaly Detection in Multivariate Time-Series using Generative AI.
Proceedings of the IEEE European Symposium on Security and Privacy, 2023
2022
Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders.
Proceedings of the 22nd ACM Internet Measurement Conference, 2022
DC-VAE, Fine-grained Anomaly Detection in Multivariate Time-Series with Dilated Convolutions and Variational Auto Encoders.
Proceedings of the IEEE European Symposium on Security and Privacy, 2022
2021
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series.
SIGMETRICS Perform. Evaluation Rev., 2021
2020
Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series.
Proceedings of the SIGCOMM '20: ACM SIGCOMM 2020 Conference, 2020