1 code implementation • Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS) 2024 • Aleksandr Getman, Maxim Goryunov, Andrey Matskevich, Dmitry Rybolovlev, Anastasiya Nikolskaya
The CNN-BiLSTM neural network is synthesized to assess the applicability of deep learning methods for intrusion detection.
Ranked #4 on Network Intrusion Detection on CICIDS2017 (using extra training data)
2 code implementations • Proceedings of the Institute for System Programming of RAS 2020 • Dmitry Rybolovlev, Maxim Goryunov, Andrey Matskevich
The conclusion was made that it is possible to use machine learning methods to detect computer attacks taking into account these limitations.
Ranked #2 on Network Intrusion Detection on CICIDS2017 (using extra training data)