Investigation and rectification of NIDS datasets and standardized feature set derivation for network attack detection with graph neural networks

Anton Raskovalov, Nikita Gabdullin, Vasily Dolmatov

Network Intrusion and Detection Systems (NIDS) are essential for malicious traffic and cyberattack detection in modern networks. Artificial intelligence-based NIDS are powerful too…