MAWILab

Data set: 2012/06/17






Traffic Trace: 2012/06/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201206171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201206171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120617_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120617_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 55
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPSYN attacksuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120617_notice.xml
"Notice" labels (csv file): 20120617_notice.csv