Poltoratskyi , V. ., and S. . Gavrylenko. “THE EVOLUTION OF INTRUSION DETECTION SYSTEMS: A COMPREHENSIVE REVIEW OF MODERN DATASETS, DEEP LEARNING APPROACHES, AND ARCHITECTURAL CHALLENGES”. Advanced Information Systems, vol. 10, no. 2, Apr. 2026, pp. 100-16, doi:10.20998/2522-9052.2026.2.11.