LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework

This project is an academic framework (ArXiv source) focused on applying LLMs to smart contract security. While it addresses a critical niche, it has zero stars and minimal public traction outside of research forks. Frontier labs are rapidly improving reasoning capabilities in code analysis, and specialized security firms like CertiK are already deploying more robust, production-grade LLM agents, making this specific implementation highly susceptible to obsolescence.