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