Перегляд за Автор "Zharnovskyi, O."

Зараз показуємо 1 - 2 з 2
  • Ескіз
    Документ
    Approach to Identification of Artificial Intelligence-Generated People Images by Means of Machine Learning
    (2024) Zharnovskyi, O.; Mazurets, O.; Sobko, O.; Мазурець, Олександр Вікторович
    The result of the work is the development of a method of identification of images of people generated by artificial intelligence by means of machine learning. The developed method allows for efficient image identification and can be integrated into mass media and social networks for automatic verification of image authenticity. In addition, the network can be constantly improved and adapted to new methods of image generation to prevent the spread of false information.
  • Ескіз
    Документ
    Intelligent System for Neural Network Detection of Fake Document Images for Automated Personality Identification
    (2024) Zharnovskyi, O.; Sobko, O.; Klimenko, V.
    The outcome of the work is the development of a method for the neural network detection of fake document images and an information system for personal identification. The system utilizes the developed method and allows for the automated assessment of the authenticity level of a photographed identity document image using the developed approach. The research has demonstrated that the method achieves an accuracy of 95.16%. The developed information system for detecting fake document images can effectively prevent fraud in personal identification systems. It can aid in identifying forged document images that may be used for identity theft, credit card fraud, or other criminal activities.