Abstract: This paper compares synthetic and real-world code datasets for machine learning applications in cybersecurity by examining the relationships between machine code and Low-Level Virtual ...

Abstract: Although Large Language Models (LLMs) are widely adopted for code generation, the generated code can be semantically incorrect, requiring iterations of evaluation and refinement. Test-driven ...

No fake news here, you really can program with musical notes if you want to!

The text input is processed by the text encoder, while the image undergoes our patch generation-to-selection strategy before entering the image encoder. The loss subsequently aligns the visual and ...