2 papers
cs.CR2018
Monotonic models for real-time dynamic malware detection
Alexander Chistyakov, Ekaterina Lobacheva, Alexander Shevelev +1
In dynamic malware analysis, programs are classified as malware or benign based on their execution logs. We propose a concept of applying monotonic classification models to the ana…
cs.CR2018
Semantic embeddings for program behavior patterns
Alexander Chistyakov, Ekaterina Lobacheva, Arseny Kuznetsov +1
In this paper, we propose a new feature extraction technique for program execution logs. First, we automatically extract complex patterns from a program's behavior graph. Then, we…