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Centre for Research on Engineering Software Technologies (CREST) & Adelaide University, Australia
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Despite improving functional correctness, AI code assistants like Copilot leave developers blind to security vulnerabilities in their API usage.
Smart contract vulnerability detection gets a 39% accuracy boost and adversarial robustness with ORACAL, a framework that uses RAG-enhanced LLMs to inject expert security context into heterogeneous graphs.