ReF Decompile introduces a novel technique using large language models to convert low-level assembly code back into readable high-level programming languages, revolutionizing security analysis.

• Reduces dependence on specialized decompilation tools
• Enhances accuracy through innovative relabeling and function call mechanisms
• Enables more efficient vulnerability identification and malware analysis
• Supports legacy software migration with minimal manual intervention

Security Impact: By improving the decompilation process, security professionals can more effectively analyze potentially harmful software, identify vulnerabilities in compiled code, and respond to threats without access to original source code.

ReF Decompile: Relabeling and Function Call Enhanced Decompile