Detection of Network Attacks Using the Tsetlin Machine
| Autor: | N. N. Eliseev, Daria S. Lavrova |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
021110 strategic
defence & security studies Control and Systems Engineering Computer science Signal Processing 0211 other engineering and technologies 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 02 engineering and technology Data mining computer.software_genre computer Software Computer Science::Cryptography and Security |
| Zdroj: | Automatic Control and Computer Sciences. 54:871-878 |
| ISSN: | 1558-108X 0146-4116 |
| DOI: | 10.3103/s0146411620080209 |
| Popis: | In the paper, an approach to the detection of cyber-attacks is proposed that involves detecting anomalous network traffic using the Tsetlin machine. The experimental studies carried out for different types of network attacks have demonstrated the efficiency of this proposed approach. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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