MAWILab

Data set: 2017/06/09






Traffic Trace: 2017/06/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201706091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201706091400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20170609_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20170609_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 149
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_otherNetbios attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYN_139_445SYN attackanomalous Hough
small_network_scan_SYNSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
small_point_to_point_denial_of_service_SYNUnknownanomalous Gamma
network_scan_UDP_DNSOtheranomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
ipv4_gre_tunnelOthersuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
alpha_flowOthersuspicious Gamma
multipoint_to_multipointSSH trafficsuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
point_to_multipointSSH trafficsuspicious Hough, Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_pointHTTP trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointSSH attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTPS trafficanomalous Gamma
alpha_flowHTTPS trafficanomalous Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
small_alpha_flowOtheranomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous Gamma, KL
multipoint_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointOtheranomalous Gamma, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20170609_notice.xml
"Notice" labels (csv file): 20170609_notice.csv