MAWILab

Data set: 2013/11/13






Traffic Trace: 2013/11/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201311131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201311131400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20131113_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20131113_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 104
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
point_to_point_port_scan_UDPOthersuspicious KL
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP attacksuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointHTTP attacksuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
icmp_errorPing floodsuspicious Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious KL, PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
heavy_hitterRST attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20131113_notice.xml
"Notice" labels (csv file): 20131113_notice.csv