Unified Detection of Control and User Plane Attacks In 5g Core Using Lstm, Pac, and Shap Explainability

Muhammad Wahaaj Tauqir; Usama Rafique; Kamran Ishfaq

Unified Detection of Control and User Plane Attacks In 5g Core Using Lstm, Pac, and Shap Explainability

Authors

Muhammad Wahaaj Tauqir
Usama Rafique
Kamran Ishfaq

Keywords:

Brand 5G Core, Intrusion Detection System, LSTM, Transformer, Passive-Aggressive Classifier, SHAP, PFCP, NGAP, N6 interface

Abstract

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Published

2026-03-25

How to Cite

Muhammad Wahaaj Tauqir, Usama Rafique, & Kamran Ishfaq. (2026). Unified Detection of Control and User Plane Attacks In 5g Core Using Lstm, Pac, and Shap Explainability. Spectrum of Engineering Sciences, 4(3), 1087–1108. Retrieved from https://www.thesesjournal.com.medicalsciencereview.com/index.php/1/article/view/2298