MAWILab

Data set: 2007/10/15






Traffic Trace: 2007/10/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200710151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200710151400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20071015_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20071015_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 121
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPNetbios attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
icmp_errorPing floodanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activityOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
small_alpha_flowHTTP trafficanomalous KL
multipoint_to_point_HTTPSYN attackanomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipointPing floodanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activityOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
heavy_hitterOthersuspicious Hough, Gamma, KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointPing floodsuspicious KL
point_to_multipoint_low_activityOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20071015_notice.xml
"Notice" labels (csv file): 20071015_notice.csv