MAWILab

Data set: 2007/08/27






Traffic Trace: 2007/08/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200708271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200708271400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20070827_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20070827_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 155
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKOtheranomalous PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_ACKOtheranomalous PCA
network_scan_UDPOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowSSH trafficanomalous Gamma
alpha_flowOtheranomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL, PCA
micro_alpha_flowHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
icmp_errorPing floodanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL
heavy_hitterOthersuspicious Hough, KL
multipoint_to_point_HTTPRST attacksuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipointSSH trafficsuspicious Hough, Gamma, KL
alpha_flowNetbios attacksuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointPing floodsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
heavy_hitterOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_pointPing floodsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
micro_alpha_flowHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
micro_alpha_flowHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
ttl_errorPing floodsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20070827_notice.xml
"Notice" labels (csv file): 20070827_notice.csv