Search Results for author: Usue Mori

Found 5 papers, 1 papers with code

Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection

no code implementations24 Oct 2023 Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo, Alexander Mendiburu, Jose Miguel-Alonso

Therefore, it needs to be determined to what extent the use of a specific obfuscation strategy or tool poses a risk for the validity of ML malware detectors for Android based on static analysis features.

Android Malware Detection Malware Detection

A review on outlier/anomaly detection in time series data

no code implementations11 Feb 2020 Ane Blázquez-García, Angel Conde, Usue Mori, Jose A. Lozano

Recent advances in technology have brought major breakthroughs in data collection, enabling a large amount of data to be gathered over time and thus generating time series.

Anomaly Detection Outlier Detection +2

Survey of Network Intrusion Detection Methods from the Perspective of the Knowledge Discovery in Databases Process

no code implementations27 Jan 2020 Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso

As such, we discuss the techniques used for the capture, preparation and transformation of the data, as well as, the data mining and evaluation methods.

Network Intrusion Detection

A review on distance based time series classification

no code implementations12 Jun 2018 Amaia Abanda, Usue Mori, Jose A. Lozano

The particularity of the data makes it a challenging task and different approaches have been taken, including the distance based approach.

Classification General Classification +3

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