MAWILab

Data set: 2020/07/25






Traffic Trace: 2020/07/25

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007251400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202007251400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200725_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200725_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 170
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
port_scan_SYNSYN attackanomalous Gamma, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Gamma, KL, PCA
small_network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Gamma, KL, PCA
small_network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_TCP_ICMP_responseOthersuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_SYN_139_445SYN attacksuspicious Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_SYNSYN attacksuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointRST attackanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_low_activityOtheranomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
point_to_multipointSYN attacksuspicious Hough, Gamma
point_to_multipointFIN attacksuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_multipointSMB attacksuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
micro_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointSMB attacksuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointSSH trafficsuspicious Gamma, PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200725_notice.xml
"Notice" labels (csv file): 20200725_notice.csv