40 citations
- National Academy of Sciences of UkraineUA6 papers
- Institute of MathematicsPL3 papers
- National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”UA3 papers
- Mathematical Institute of the Slovak Academy of SciencesSK2 papers
- Taras Shevchenko National University of KyivUA2 papers
- Frantsevich Institute for Problems in Materials ScienceUA1 paper
- Institute for Information RecordingUA1 paper
- Iowa State UniversityUS1 paper
- National Academy of Medical Sciences of UkraineUA1 paper
- National Academy of SciencesUS1 paper
- Technische Universität DresdenDE1 paper
- University of Colorado BoulderUS1 paper
27 papers
Vulnerability Detection in AArch64 Machine Code Using a Digital Twin
Oleksandr Mostovyi, Denys Symonov
This paper proposes an explainable digital twin for vulnerability detection in AArch64 machine code without access to source code. The digital twin reproduces the concrete executio…
Control Flow Graph Recovery for Dynamically Loaded Code via Symbolic Library Resolution
Oleksandr Mostovyi
Control Flow Graphs are one of the main data sources for software analysis that use dynamic and static software analysis methods. Protected software and modern malware increasingly…
Robust Clustering on High-Dimensional Data with Stochastic Quantization
Anton Kozyriev, Vladimir Norkin
This paper addresses the limitations of conventional vector quantization algorithms, particularly K-Means and its variant K-Means++, and investigates the Stochastic Quantization (S…
Constrained recursive kernel density/regression estimation by stochastic quasi-gradient methods
Vladimir Norkin, Vladimir Kirilyuk
The paper considers nonparametric kernel density/regression estimation from a stochastic optimization point of view. The estimation problem is represented through a family of stoch…
On Shor's r-Algorithm for Problems with Constraints
Vladimir Norkin, Anton Kozyriev
Shor's r-algorithm (Shor, Zhurbenko (1971), Shor (1979)) with space stretching in the direction of difference of two adjacent subgradients is a competitive method of nonsmooth opti…
Ontology-Driven Processing of Transdisciplinary Domain Knowledge
Oleksandr Palagin, Mykola Petrenko, Sergii Kryvyi +2
The monograph discusses certain aspects of modern real-world problems facing humanity, which are much more challenging than scientific ones. Modern science is unable to solve them…