Poltoratskyi , V. . and Gavrylenko , S. . (2026) “THE EVOLUTION OF INTRUSION DETECTION SYSTEMS: A COMPREHENSIVE REVIEW OF MODERN DATASETS, DEEP LEARNING APPROACHES, AND ARCHITECTURAL CHALLENGES”, Advanced Information Systems, 10(2), pp. 100–116. doi: 10.20998/2522-9052.2026.2.11.