{"type": "article", "title": "Frequency-Aware Continual Learning for Smart Contract Vulnerability Detection with Large Language Models", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/frequency-aware-continual-learning-for-smart-contract-vulnerability-detection", "original_source": "https://arxiv.org/abs/2608.19680", "published": "2026-08-21T04:00:00+00:00", "accessed": "2026-08-21", "id": "frequency-aware-continual-learning-for-smart-contract-vulnerability-detection"}