AST-Based Deep Learning for Detecting Malicious PowerShell

Gili Rusak, Abdullah Al-Dujaili, Una-May O'Reilly

With the celebrated success of deep learning, some attempts to develop effective methods for detecting malicious PowerShell programs employ neural nets in a traditional natural lan…