David Escudero García

According to our database, David Escudero García authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Conformal prediction for labelling and updating online models in the presence of concept drift in cybersecurity.

David Escudero García, Noemí DeCastro-García

J. Inf. Secur. Appl., 2025

2024

Transfer and online learning for IP maliciousness prediction in a concept drift scenario.

David Escudero García, Noemí DeCastro-García

Wirel. Networks, November, 2024

A mathematical analysis about the geo-temporal characterization of the multi-class maliciousness of an IP address.

Noemí DeCastro-García, David Escudero García, Miguel V. Carriegos

Wirel. Networks, August, 2024

Application of Transfer Learning to Online Models in Malware Detection.

David Escudero García, Noemí DeCastro-García

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023

An effectiveness analysis of transfer learning for the concept drift problem in malware detection.

David Escudero García, Noemí DeCastro-García, Ángel Luis Muñoz Castañeda

Expert Syst. Appl., 2023

Towards Supercomputing Categorizing the Maliciousness upon Cybersecurity Blacklists with Concept Drift.

Miguel V. Carriegos, Noemí DeCastro-García, David Escudero García

Comput. Math. Methods, 2023

Application of Anomaly Detection Models to Malware Detection in the Presence of Concept Drift.

David Escudero García, Noemí DeCastro-García

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2021

Optimal feature configuration for dynamic malware detection.

David Escudero García, Noemí DeCastro-García

Comput. Secur., 2021

2019

Effect of the Sampling of a Dataset in the Hyperparameter Optimization Phase over the Efficiency of a Machine Learning Algorithm.

Noemí DeCastro-García, Ángel Luis Muñoz Castañeda, David Escudero García, Miguel V. Carriegos

Complex., 2019