MAWILab

Data set: 2007/11/17






Traffic Trace: 2007/11/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200711171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200711171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20071117_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20071117_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 77
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, Gamma, PCA
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious KL
small_alpha_flowHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointFTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointFTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointRST attacksuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
point_to_multipointOthersuspicious KL
micro_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyOthersuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20071117_notice.xml
"Notice" labels (csv file): 20071117_notice.csv