LLMs for Vulnerable Code: Generation vs. Refactoring

Research#LLM🔬 Research|Analyzed: Jan 10, 2026 12:35
Published: Dec 9, 2025 11:15
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ArXiv

Analysis

This ArXiv article explores the application of Large Language Models (LLMs) to the detection and mitigation of vulnerabilities in code, specifically comparing code generation and refactoring approaches. The research offers insights into the strengths and weaknesses of different LLM-based techniques in addressing software security flaws.
Reference / Citation
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"The article likely discusses the use of LLMs for code vulnerability analysis."
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ArXivDec 9, 2025 11:15
* Cited for critical analysis under Article 32.