JABBERWOCK

JABBERWOCK是由大阪大学开发的工具，用于生成WebAssembly数据集，主要用于恶意网站检测。该数据集包含10,000条样本，通过自动收集和转换JavaScript代码到WebAssembly来创建。JABBERWOCK工具通过GitHub公开，支持快速生成数据集，每样本仅需4.5秒。此数据集在恶意网站检测中表现出色，能够有效区分恶意与良性样本，达到99%的F1分数，适用于提升现有恶意网站检测工具的性能。JABBERWOCK is a tool developed by Osaka University for generating WebAssembly datasets, primarily intended for malicious website detection. This dataset contains 10,000 samples, which are created by automatically collecting and converting JavaScript code into WebAssembly. The JABBERWOCK tool is publicly available via GitHub, and supports fast dataset generation with only 4.5 seconds required per sample. This dataset performs excellently in malicious website detection tasks, effectively distinguishing between malicious and benign samples and achieving an F1 score of 99%, making it suitable for enhancing the performance of existing malicious website detection tools.