Synergy of quantum computing and federated learning in information technology detection of hidden target groups

• Дата: 2025
• Автори: Fadeichev, Serhii, Trofymchuk, Oleksandr, Trysnyuk, Vasyl
• Формат: Стаття
• Мова: Українська
• Опубліковано: Kyiv National University of Construction and Architecture 2025
• Теми: information technologies; federated learning; quantum computing; hybrid algorithms; big data analysis; hidden target groups
• Онлайн доступ: https://es-journal.in.ua/article/view/351681
• Назва журналу: Environmental safety and natural resources

The article considers the information technology of detecting hidden target groups in large distributed data sets based on the synergy of quantum computing and federated learning. It is shown that in modern information systems for analyzing big data, traditional methods of machine learning and intel...