Research Article
Network Traffic Anomaly Detection Based on ML-ESN for Power Metering System
Table 2
Some of the main features.
| ID | Name | Description |
| 1 | SrcIP | Source IP address | 2 | SrcPort | Source IP port | 3 | DestIP | Destination IP address | 4 | DestPort | Destination IP port | 5 | Proto | Network protocol, mainly TCP, UDP, and ICMP | 6 | total_fpackets | Total number of forward packets | 7 | total_fvolume | Total size of forward packets | 8 | total_bpackets | Total number of backward packets | 9 | total_bvolume | Total size of backward packets | … | … | … | 29 | max_biat | Maximum backward packet reach interval | 30 | std_biat | Time interval standard deviation of backward packets | 31 | duration | Network flow duration |
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