Romanov Aleksandr Sergeevich

Articles:

• Application of machine learning methods and feature selection based on a genetic algorithm in solving the problem of determining the authorship of a Russian-language text for cybersecurity
• Assessing the impact of obfuscation on the process of identifying the author of a program code
• Authorship identification technique on basis of support vector machine
• Development of a methodology for identifying the authorship of binary and disassembled program codes based on an ensemble of modern natural language processing methods
• Ensuring of information protection in the medical biometric data processing
• Generalized authorship identification technique
• Intelligent System Architecture for Identification of the Source Code Author
• Methodology to determine the age of the text’s author based on readability and lexical diversity metrics
• Modeling the neural network architecture to identify the author of the source code
• Plagiarism detection and text homogeneity checking technique based on one-class support machine and fast correlation-based filter
• The architecture of software for authorship attribution techniques research