MAWILab

Data set: 2013/03/09






Traffic Trace: 2013/03/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303091400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130309_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130309_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 77
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
reflection_attack_DNSOtheranomalous Hough, KL
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ACK_tHTTP trafficsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL
multipoint_to_pointSSH trafficanomalous Hough, Gamma
multipoint_to_pointHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPRST attackanomalous Hough, Gamma
point_to_multipoint_HTTPRST attackanomalous Hough, KL
point_to_multipointSYN attackanomalous Hough
alpha_flowOtheranomalous Hough, Gamma
multipoint_to_pointSSH trafficanomalous Hough, Gamma
multipoint_to_pointHTTPS trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
heavy_hitterHTTP trafficanomalous Hough, Gamma
alpha_flowHTTPS trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
heavy_hitterHTTP trafficanomalous KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_multipointHTTP trafficanomalous KL
point_to_multipointOtheranomalous KL
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma
ttl_errorPing floodsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPOthersuspicious KL
point_to_multipoint_HTTPPing floodsuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
multipoint_to_point_HTTPHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPPing floodsuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious KL
emptyUnknownsuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130309_notice.xml
"Notice" labels (csv file): 20130309_notice.csv