System testing is an important quality assurance technique in the area of automotive
software development where predominantly natural language test cases are used for testing …

In this paper, we present longitudinal exploration for network traffic analysis (LENTA), a
system that supports the network analysts in the identification of traffic generated by services …

In this work, we present LENTA (Longitudinal Exploration for Network Traffic Analysis), a
system that supports the network analysts to easily identify traffic generated by services and …

Clustering has become an important means to analyze large datasets when labeled data is
not available. The volume of data and its variety however challenge classical clustering …

In recent years, data-driven approaches have attracted the interest of the research
community. Considering network monitoring, unsupervised machine learning solutions such …

G06F21/52—Monitoring users, programs or devices to maintain the integrity of platforms, eg
of processors, firmware or operating systems during program execution, eg stack integrity; …

In today's digital era, cyber attacks pose a constant threat as attackers attempt to access
proprietary data and disrupt operations on a daily basis. Phishing remains their number one …

Web mining is an important techniques for it enables extraction of data and information from
the web for further needs. Although there are a lot of web databases that holds bibliography …

We address the problem of identifying in-app user actions from Web access logs when the
content of those logs is both encrypted (through HTTPS) and also contains automated Web …

Об'єкт дослідження–текстові дані українською мовою, які потребують кластеризації для
подальшої організації та аналізу. Предмет дослідження–методи машинного навчання …