Pandu Ranga Reddy Konala

Evaluating and Preventing Security Smells in AI-Generated Ansible Code

An approach integrating Ansible best practices and CIS benchmarks into prompts through an extended CO-STAR framework is introduced, enabling security smell prevention during synthesis rather than detection after deployment, leading to a fourfold improvement over humans at 23%-43%, with overall code quality improving by...