MAWILab

Data set: 2009/06/18






Traffic Trace: 2009/06/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906181400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090618_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090618_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 67
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_ACKOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointPing floodanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP attacksuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090618_notice.xml
"Notice" labels (csv file): 20090618_notice.csv