MAWILab

Data set: 2010/03/09






Traffic Trace: 2010/03/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100309_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100309_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 58
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL, PCA
point_to_multipointOtheranomalous Hough, Gamma
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
small_alpha_flowOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownanomalous Hough, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100309_notice.xml
"Notice" labels (csv file): 20100309_notice.csv