SysNetS/SPEC5G

This repository contains the code and data of the paper titled "SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis" published at AACL 2023.

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This project provides a comprehensive dataset and pre-trained language models specifically for analyzing the complex natural language specifications of 5G cellular network protocols. It takes in raw text from these specifications and outputs either classifications of security-related properties for protocol testing or summaries to help understand high-level protocol overviews. Network security engineers, protocol testers, and telecom researchers can use this to enhance their analysis of 5G documentation.

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Use this if you need to analyze vast amounts of 5G cellular network protocol specifications to identify security properties or generate concise summaries for better comprehension.

Not ideal if your primary goal is general natural language processing research unrelated to 5G cellular network protocols or security analysis.

5G-network-security telecom-protocol-analysis network-specifications cybersecurity-text-mining
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41

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Language

Jupyter Notebook

License

Apache-2.0

Last pushed

Dec 12, 2023

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