2 papers
cs.AI2026
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…
cs.CR2024
A Practical and Privacy-Preserving Framework for Real-World Large Language Model Services
Xueping Liao, Yu Mao, Wei Liu +1
Large language models (LLMs) have demonstrated exceptional capabilities in text understanding and generation, and they are increasingly being utilized across various domains to enh…