From the 1 of 2 linked papers with an AI index.
2 papers
cs.SE2026
CoGate: Confidence-Gated Co-Decoding for Secure Code Generation
Minghao Hu, Lannan Luo, Allen Roush +1
The paper introduces CoGate, a method that uses the confidence of a security expert model to gate its influence during co-decoding for generating more secure code with large langua…
cs.CR2026
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…