PromptingTechniques_for_CodeSec

Replication package for the paper: <b>Prompting Techniques for Secure Code Generation: A Systematic Investigation</b>The repo contains two main folders:LitReview-Prompting_Techniques: The data and results obtained from the literature review conducted to identify existing prompting techniques that can be used for code generation are provided in the folder. It consists of the SLR results including the prompting techniques excluded from the final list.Security-Analysis: The data and results obtained from the security evaluation of prompting techniques for code generation are present in the folder. It includes code generated by GPT-3, GPT-3.5 and GPT-4, code validity analysis results, Bandit and CodeQL security analysis results, Bandit reliability test results and statistical test results.<br>

Publication Details

Journal
Figshare
Published
2025-03-25
DOI
https://doi.org/10.6084/m9.figshare.28229717
Primary Topic
Advanced Malware Detection Techniques
Type
article
Field-Weighted Citation Impact
0.00
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PromptingTechniques_for_CodeSec

Figshare
Advanced Malware Detection Techniques
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PromptingTechniques_for_CodeSec

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Abstract

Replication package for the paper: <b>Prompting Techniques for Secure Code Generation: A Systematic Investigation</b>The repo contains two main folders:LitReview-Prompting_Techniques: The data and results obtained from the literature review conducted to identify existing prompting techniques that can be used for code generation are provided in the folder. It consists of the SLR results including the prompting techniques excluded from the final list.Security-Analysis: The data and results obtained from the security evaluation of prompting techniques for code generation are present in the folder. It includes code generated by GPT-3, GPT-3.5 and GPT-4, code validity analysis results, Bandit and CodeQL security analysis results, Bandit reliability test results and statistical test results.<br>

Figshare
Openalex Percentile: Top 46%
Advanced Malware Detection Techniques
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PromptingTechniques_for_CodeSec · Figshare (2025) | TGRS Research Map | TGRS