AIBullisharXiv – CS AI · Jun 236/10
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CNnotator: LLM-Guided Memory Safety Annotation Synthesis
CNnotator, an LLM-powered tool, automatically generates memory safety annotations for legacy C code by synthesizing specifications that help identify security vulnerabilities. OpenAI's o3 model achieved 90% first-attempt success rates, suggesting AI-assisted code annotation is becoming practical for real-world systems migration and security analysis.
🏢 OpenAI🧠 GPT-4🧠 o1