MAWILab

Data set: 2013/01/02






Traffic Trace: 2013/01/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301021400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130102_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130102_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 101
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_alpha_flowHTTP trafficanomalous Hough
point_to_multipointSYN attackanomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough
point_to_multipointSSH trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL
icmp_errorPing floodanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Gamma
icmp_errorPing floodanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
icmp_errorPing floodanomalous Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTPS trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
ttl_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
icmp_errorPing floodsuspicious KL
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
point_to_pointSSH attacksuspicious KL
heavy_hitterHTTP trafficsuspicious KL
point_to_multipoint_low_activity_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130102_notice.xml
"Notice" labels (csv file): 20130102_notice.csv