Network Intrusion Detection Using SNMP MIB Data: A Multi-Device Machine Learning Approach
The increasing complexity and volume of network traffic have made the accurate and timely detection of cyber-attacks a critical challenge. This study proposes a machine learning-based intrusion detection approach using Simple Network Management Protocol - Management Information Base (SNMP-MIB) data collected from four...