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AI-Driven Security Evaluation of the ZUC Stream Cipher in 5G Networks

The ZUC stream cipher plays a critical role in safeguarding confidentiality and integrity in 5G AKA protocols. As machine learning (ML) and artificial intelligence (AI) emerge as new tools in cryptanalysis, assessing cipher resilience against such techniques has become essential. This paper presents...

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Hlavní autoři: Veydant Katyal, Vrinda Bajaj, Aditya Parihar, Indrasen Singh
Médium: Artigo
Jazyk:Inglês
Vydáno: IEEE 2025-01-01
Edice:IEEE Access
Témata:
5G security
ZUC stream cipher
AI-based cryptanalysis
machine learning security threats
entropy analysis
variational autoencoder
On-line přístup:https://ieeexplore.ieee.org/document/11174977/
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