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JABBERWOCK: A Tool for WebAssembly Dataset Generation and Its Application to Malicious Website Detection. (arXiv:2306.05698v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
Machine learning is often used for malicious website detection, but an
approach incorporating WebAssembly as a feature has not been explored due to a
limited number of samples, to the best of our knowledge. In this paper, we
propose JABBERWOCK (JAvascript-Based Binary EncodeR by WebAssembly Optimization
paCKer), a tool to generate WebAssembly datasets in a pseudo fashion via
JavaScript. Loosely speaking, JABBERWOCK automatically gathers JavaScript code
in the real world, convert them into WebAssembly, and then outputs vectors of
the …
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