no code implementations • 2 Mar 2024 • Jiacen Xu, Jack W. Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swaminathan, Zhou Li
Large language models (LLMs) have demonstrated impressive results on natural language tasks, and security researchers are beginning to employ them in both offensive and defensive systems.
no code implementations • 1 Apr 2019 • Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
We use the Convoluted Partitioning of Long Sequences (CPoLS) model, which processes Javascript files as byte sequences.
no code implementations • 15 May 2018 • Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
LaMP and CPoLS yield a TPR of 69. 3% and 67. 9%, respectively, at an FPR of 1. 0% on a collection of 240, 504 VBScript files.