Emanuele Iannone

The Language of Security: How Prompt Syntax Shapes Secure Code Generation in Open LLMs

This work systematically generates syntactic variants of security-relevant code generation prompts and evaluates their impact on code security across multiple open LLMs and programming languages, identifying prompt syntax as a concrete security control surface and providing actionable guidance for reducing vulnerability risk in LLM-assisted development.