Table 4 NF-ToN-IoT dataset overview.
From: Transfer learning with XAI for robust malware and IoT network security
Attribute | Details |
---|---|
Dataset type | NetFlow-based IoT Security Dataset |
Total data flows | 1,379,274 |
Benign flows | 270,279 (19.6%) |
Attack flows | 1,108,995 (80.4%) |
Attack categories | DoS, DDoS, MITM, Injection, Password Attacks, Ransomware, Scanning, XSS |
IoT devices | Various IoT devices and protocols |
Application areas | Intrusion Detection, Malware Analysis, Threat Intelligence |
Data format | NetFlow records (network flow summary) |