MAWILab

Data set: 2009/10/27






Traffic Trace: 2009/10/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910271400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091027_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091027_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 49
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPUnknownsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
multipoint_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyOthersuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091027_notice.xml
"Notice" labels (csv file): 20091027_notice.csv