Security Degradation in Iterative AI Code Generation -- A Systematic Analysis of the Paradox

Shivani Shukla, Himanshu Joshi, Romilla Syed

The rapid adoption of Large Language Models(LLMs) for code generation has transformed software development, yet little attention has been given to how security vulnerabilities evol…