MAWILab

Data set: 2011/06/09






Traffic Trace: 2011/06/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201106091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201106091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110609_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110609_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 48
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
small_alpha_flowHTTP trafficanomalous Hough
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110609_notice.xml
"Notice" labels (csv file): 20110609_notice.csv