неправдива інформація; машинне навчання; глибоке навчання; набір даних; довготривала короткочасна пам’ять; згорткова нейронна мережа; рекурентні нейронні мережі

MODERN APPROACHES TO DETECTING AND COMBATING DISINFORMATION IN INFORMATION SYSTEMS: ANALYSIS AND IMPROVEMENT

This scientific article analyzes and characterizes various types of false information disseminated in modern information systems. The main focus is on detecting and identifying the dangers associated with the spread of unreliable information in society. The serious consequences of this phenomenon can reach a global scale, making effective countermeasures critically important. The study examines and compares various software methods to counter the dissemination of false information.