"NJIT PhD Researcher Develops Secure Code Generation System, Achieves Early Conference Acceptance"
"NJIT PhD Researcher Develops Secure Code Generation System, Achieves Early Conference Acceptance"
Security vulnerabilities are a major issue in Artificial Intelligence (AI)-powered code generation. Therefore, Khiem Ton, a Ph.D. student, and his colleagues at the New Jersey Institute of Technology (NJIT) developed "SGCode," a system that uses advanced AI and security analysis tools to detect and fix security flaws during code creation. SGCode includes Large Language Models (LLMs) such as GPT-4, a graph-based Generative Adversarial Network (gGAN), and security analysis tools. The flexible system lets users switch between code security optimization methods.