THE UTILIZATION OF MACHINE LEARNING FOR NETWORK INTRUSION DETECTION SYSTEMS
This study investigates the integration of Multilayer Perceptron (MLP) architecture in Network Intrusion Detection Systems (NIDS) to strengthen cyber defences against evolving threats. The goal is to explore the potential of MLP in learning complex patterns and adapting to dynamic attack vectors, th...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Lublin University of Technology
2024-12-01
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| Series: | Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska |
| Subjects: | |
| Online Access: | https://ph.pollub.pl/index.php/iapgos/article/view/6388 |
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