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)
1 code implementation • 18 Dec 2020 • Mikita Sazanovich, Anastasiya Nikolskaya, Yury Belousov, Aleksei Shpilman
Black-box optimization is one of the vital tasks in machine learning, since it approximates real-world conditions, in that we do not always know all the properties of a given system, up to knowing almost nothing but the results.