Frequency-Aware Continual Learning for Smart Contract Vulnerability Detection with Large Language Models

Tenghui Huang, Jiawen Kang, Dongning Liu +5

Smart contract vulnerability detection with Large Language Models (LLMs) faces three causally linked challenges. First, new vulnerability categories demand parameter-efficient adap…