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://thesesjournal.com/index.php/1/article/view/2298