9004 Problems of information security. Computer systems Проблемы информационной безопасности. Компьютерные системы 2071-8217 4 Fake posts detection using graph neural networks Обнаружение фейковых постов с использованием графовых нейронных сетей 0009-0005-3102-5950 Izotova Oksana izotova@ibks.spbstu.ru 0000-0003-2849-4682 Lavrova Daria lavrova_ds@spbstu.ru Peter the Great St. Petersburg Polytechnic University 12 11 2021 3 34 43

The paper is devoted to the study of graph neural networks as a separate field and the possibility of their application to solve such an urgent cybersecurity problem as the detection of fake posts. The implementation of a proprietary graph neural network model capable of detecting fake posts is presented, and the results of experimental studies demonstrating the effectiveness of using graph neural networks to solve the problem are presented

 Information Security Graph Neural Networks Fake Posts Graph Model