MAWILab

Data set: 2007/12/17






Traffic Trace: 2007/12/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200712171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200712171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20071217_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20071217_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 66
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
port_scan_SYNSYN attacksuspicious Gamma, KL
port_scan_SYNSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous 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
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough, Gamma
multipoint_to_point_low_activityFTP trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma
point_to_multipoint_HTTPOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
micro_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20071217_notice.xml
"Notice" labels (csv file): 20071217_notice.csv