UAN-12 Dataset

UPDATE: Due to space restrictions imposed by Google-DRIVE, our dataset has been migrated to our own space. Here you can download the complete dataset consisting of:

1. sanitized traffic

2. malicious (botnet) traffic

3. aggregated (mixed) traffic.

New address here.

Likewise, the aggregate traffic dataset can be downloaded individually from each link:

Summary of UAN-12 data set (pcap files)

Trace name	Number of packets (M)	Size (GB)	Duration (sec)
esc-01-Mixed-traffic.pcap	6.34	3.61	2816.57
esc-02-Mixed-traffic.pcap	5.19	2.75	28813.03
esc-03-Mixed-traffic.pcap	5.57	3.24	2820.25
esc-04-Mixed-traffic.pcap	5.27	3.08	28814.75
esc-05-Mixed-traffic.pcap	4.50	2.63	28812.05
esc-06-Mixed-traffic.pcap	6.99	3.91	28817.06
esc-07-Mixed-traffic.pcap	4.51	2.21	28812.28
esc-08-Mixed-traffic.pcap	5.29	2.93	28819.35
esc-09-Mixed-traffic.pcap	9.05	6.29	28822.44
esc-10-Mixed-traffic.pcap	77.0	15.4	24911.77
esc-11-Mixed-traffic.pcap	15.0	10.4	28835.23
esc-12-Mixed-traffic.pcap	5.99	3.79	28820.96

Summary of UAN-12 data set (csv files)

File name	Size (MB)	Number of benign sessions	Number of malicious sessions	Imbalance Ratio
esc-01-Mixed-traffic.csv	102	292386	18277	1:16
esc-02-Mixed-traffic.csv	88.8	289490	18264	1:16
esc-03-Mixed-traffic.csv	140	420074	2704	1:160
esc-04-Mixed-traffic.csv	100	303587	197	1:1500
esc-05-Mixed-traffic.csv	77.7	232174	872	1:250
esc-06-Mixed-traffic.csv	128	382823	4567	1:100
esc-07-Mixed-traffic.csv	101	303081	50	1:6050
esc-08-Mixed-traffic.csv	114	339416	3341	1:100
esc-09-Mixed-traffic.csv	118	352407	3465	1:100
esc-10-Mixed-traffic.csv	142	430467	4606	1:100
esc-11-Mixed-traffic.csv	183	553173	257	1:2100
esc-12-Mixed-traffic.csv	68.7	206526	631	1:325

Description of traffic session features

#	Feature name	Description
1	protocol	Protocol type
2	Ts	Session time stamp
3	ip_shost	IPv4 source address
4	ip_dhost	IPv4 destination address
5	ipv6_shost	IPv6 source address
6	ipv6_dhost	IPv6 destination address
7	srcPort	Source port
8	dstPort	Destination port
9	fduration	Session duration
10	total_fpackets	Number of packets in the forward direction
11	total_bpackets	Number of packets in the backward direction
12	total_fpktl	Transmited bytes in forward direction
13	total_bpktl	Transmited bytes in backward direction
14	min_fpktl	Minimum packet size in forward direction
15	min_bpktl	Minimum packet size in backward direction
16	max_fpktl	Maximum packet size in forward direction
17	max_bpktl	Maximum packet size in backward direction
18	mean_fpktl	Mean packet size in forward direction
19	mean_bpktl	Mean packet size in backward direction
20	std_fpktl	Standard deviation packet size in forward direction
21	std_bpktl	Standard deviation packet size in backward direction
22	total_fipt	Sum of interarrival times in forward direction
23	total_bipt	Sum of interarrival times in backward direction
24	min_fipt	Minimum interarrival time in forward direction
25	min_bipt	Minimum interarrival time in backward direction
26	max_fipt	Maximum interarrival time in forward direction
27	max_bipt	Maximum interarrival time in backward direction
28	mean_fipt	Mean interarrival time in forward direction
29	mean_bipt	Mean interarrival time in backward direction
30	std_fipt	Standard deviation packet size in forward direction
31	std_bipt	Standard deviation packet size in backward direction
32	fpsh_cnt	Number PSH flags in forward direction
33	bpsh_cnt	Number PSH flags in backward direction
34	furg_cnt	Number URG flags in forward direction
35	burg_cnt	Number URG flags in backward direction
36	total_fhlen	Sum of headers length in forward direction
37	total_bhlen	Sum of headers length in backward direction
38	fPktsPerSecond	Packets per second in forward direction
39	bPktsPerSecond	Packets per second in backward direction
40	flowBytesPerSecond	Total Bytes per second in session
41	mean_flowpktl	Average package length
42	std_flowpktl	Standard deviation of package length
43	mean_flowipt	Average of interarrival times
44	std_flowipt	Standard deviation of interarrival times
45	flow_fin	Number of packets with FIN flag set
46	flow_syn	Number of packets with SYN flag set
47	flow_rst	Number of packets with RST flag set
48	flow_ack	Number of packets with ACK flag set
49	flow_urg	Number of packets with URG flag set
50	flow_cwr	Number of packets with CWR flag set
51	flow_ece	Number of packets with ECE flag set
52	downUpRatio	Download and upload ratio
53	label	0: normal sesion - 1: botnet session