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Home/Authors/Carmen Pellicer

Carmen Pellicer

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Jose Luis Vela Alonso1×

Research Timeline

2026
Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence

This paper presents a digital forensic intrusion detection framework using synthetic data, XGBoost binary classification, and SHAP TreeExplainer for traceable, reproducible, and court-defensible outputs.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGEmpiricalRecentJul 1, 2026

Forensic-Oriented Intrusion Detection Using Synthetic Network Traffic Data and Explainable Artificial Intelligence

Jose Luis Vela Alonso, Carmen Pellicer

This paper presents a digital forensic intrusion detection framework using synthetic data, XGBoost binary classification, and SHAP TreeExplainer for traceable, reproducible, and court-defensible outpu…

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