Table 3.

NF-CSE-CIC-IDS2018-v2 class distribution and attack descriptions

ClassCountDescription
Benign16,635,567Normal unmalicious flows
Brute-force120,912Attempts to guess credentials via predefined username/password lists
Bot143,097Remote control of hijacked machines to execute malicious tasks
DoS483,999Resource exhaustion aiming to deny system or service access
DDoS1,390,270DoS variant launched from multiple distributed sources
Infiltration116,361Email-delivered malware exploiting vulnerabilities and scanning for lateral movement
Web attacks3,502Includes SQL injection, command injection and unrestricted file uploads

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