Search Results for author: Julio Hernandez-Castro

Found 2 papers, 0 papers with code

Explanation Method for Anomaly Detection on Mixed Numerical and Categorical Spaces

no code implementations9 Sep 2022 Iñigo López-Riobóo Botana, Carlos Eiras-Franco, Julio Hernandez-Castro, Amparo Alonso-Betanzos

EADMNC leverages the formulation of the previous ADMNC model to offer pre hoc and post hoc explainability, while maintaining the accuracy of the original architecture.

Anomaly Detection Network Intrusion Detection

Detecting fraudulent activity in a cloud using privacy-friendly data aggregates

no code implementations25 Nov 2014 Marc Solanas, Julio Hernandez-Castro, Debojyoti Dutta

They can be either illegal activities, such as launching a DDoS attack or just activities which are undesired by the cloud provider, such as Bitcoin mining, which uses substantial power, reduces the life of the hardware and can possibly slow down other user's activities.

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