Get'man Alexander Igorevich

Publications in Math-Net.Ru

1. Transfer learning in network intrusion detection systems: a review of methods and approaches
   
   Proceedings of ISP RAS, 37:6(3) (2025),  73–90
2. Research of the effectiveness of MPQUIC protocol schedulers depending on the сongestion сontrol algorithms
   
   Proceedings of ISP RAS, 37:6(2) (2025),  7–20
3. Round-trip time prediction using machine learning methods
   
   Proceedings of ISP RAS, 37:5 (2025),  53–66
4. Machine learning based congestion control methods: a survey
   
   Proceedings of ISP RAS, 37:3 (2025),  251–276
5. Applicances of different kind of storage systems for network traffic analysis results
   
   Proceedings of ISP RAS, 36:2 (2024),  7–20
6. Investigation of the possibility of identifying websites visited by the user based on HTTP/2 traffic
   
   Proceedings of ISP RAS, 35:5 (2023),  23–36
7. Deep learning applications for intrusion detection in network traffic
   
   Proceedings of ISP RAS, 35:4 (2023),  65–92
8. Challenges in the implementation of systems for deep packet inspection by the method of full protocol decoding
   
   Proceedings of ISP RAS, 35:4 (2023),  45–64
9. A comparison of a machine learning-based intrusion detection system and signature-based systems
   
   Proceedings of ISP RAS, 34:5 (2022),  111–126
10. Methodology for collecting a training dataset for an intrusion detection model
    
    Proceedings of ISP RAS, 33:5 (2021),  83–104
11. High-speed network traffic capturing and processing tools
    
    Proceedings of ISP RAS, 33:4 (2021),  49–68
12. Identification of transparent, compressed and encrypted data in network traffic
    
    Proceedings of ISP RAS, 33:4 (2021),  31–48
13. A survey of network traffic classification methods using machine learning
    
    Proceedings of ISP RAS, 32:6 (2020),  137–154
14. A survey of problems and solution methods in network traffic classification
    
    Proceedings of ISP RAS, 29:3 (2017),  117–150
15. Of presenting the results of network traffic analysis
    
    Proceedings of ISP RAS, 28:6 (2016),  103–110
16. Model of data handling for in-depth analysis of network traffic
    
    Proceedings of ISP RAS, 27:4 (2015),  5–22