Geoff McDonald

Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning

Attackers have used malicious VBScripts as an important computer infection vector. In this study, we explore a system that employs both static and dynamic analysis to detect malicious VBScripts. For the static analysis, we investigate two deep recurrent models, LaMP (LSTM and Max Pooling) and CPoLS…