Context-Aware Malware Detection Using Topic Modeling

Determining if software is malicious in nature is dependent on the context in which it is used. This work explores the importance of context in malware detection and provides proof-of-concept context-aware models using topic modeling. These models provide insight into the challenges of contextual modeling in software analysis.