Research Article
Intrusion Detection System for Internet of Things Based on Temporal Convolution Neural Network and Efficient Feature Engineering
Table 3
Bot-IoT dataset statistics.
| Normal/attack | Category | Subcategory | Number of records |
| Attack | Reconnaissance (2.48%) | Service scanning | 1,463,364 | | OS fingerprinting | 358,275 | DoS (52.25%) | TCP | 19,547,603 | | UDP | 18,965,106 | | HTTP | 19,771 | DDoS (44.98%) | TCP | 12,315,997 | | UDP | 20,659,491 | | HTTP | 29,706 | Information theft (0.22%) | Keylogging | 1,469 | | Data exfiltration | 118 | Normal (0.13%) | | | 9,543 | | Total | | 73,370,443 |
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