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most citedTracking the Evolution of Static Code Warnings: the State-of-the-Art and a Better Approach

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cs.SE2025

Secure-Instruct: An Automated Pipeline for Synthesizing Instruction-Tuning Datasets Using LLMs for Secure Code Generation

Junjie Li, Fazle Rabbi, Bo Yang +2

Although Large Language Models (LLMs) show promising solutions to automated code generation, they often produce insecure code that threatens software security. Current approaches (…