In the current cybersecurity landscape, protecting military devices such as communication
and battlefield management systems against sophisticated cyber attacks is crucial. Malware …

Several security and workflow applications require provenance information at the operating
system level for diagnostics. The resulting provenance traces are often more informative if …

Software log analysis can be laborious and time consuming. Time and labeled data are
usually lacking in industrial settings. This paper studies unsupervised and time efficient …

Tracing, a technique essential for unraveling the complexities of computer systems'
behavior, involves the organized collection of low-level events, enabling anomaly …

In this article, we examine in detail the technical aspects of searching (classifying) malicious
software using machine (deep) learning. We consider both a classic example of …

В настоящей статье мы подробно рассматриваем технические аспекты поиска
(классификации) вредоносного программного обеспечения с помощью машинного …