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Secure Code Generation With Open Source Generative AI Models

delete2026-03-11
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PRE
AI
M
Mithilesh Pandey
S
Sandeep Kumar
DOI:10.1109/MS.2026.3672189delete
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Abstract

Abstract

En 中文
We evaluate several open source large language models on their ability to generate secure Python code across software engineering domains. We examine prompt design, perform a static analysis, and emphasize the importance of combining prompt engineering with postgeneration security validation.
Keywords:
Codes
Security
Reactive power
Software development management
Software engineering
Python
Encoding
Static analysis
Reviews
Large language models

Journal

IEEE Software cover
IEEE Software
IF:
3
Papers:
3.2K
Citations:
3.6K

Organization

I
Indian Institute of Technology Roorkee
Scholars:
591
Papers: 249
Citations: 1
Cited Papers

Cited Papers

No cited papers available