Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training

Minghao Hu, Qiang Zeng, Lannan Luo

Smart contracts have transformed decentralized finance, but flaws in their logic still create major security threats. Most existing vulnerability detection techniques focus on well…