MAWILab

Data set: 2009/05/03






Traffic Trace: 2009/05/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200905031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200905031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090503_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090503_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 80
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, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
reflection_attack_DNSOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious 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_ICMP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
multipoint_to_pointOtheranomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipointOtheranomalous Hough, Gamma
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
heavy_hitterOtheranomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious KL
icmp_errorPing floodsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_multipointOthersuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious Hough, KL
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_point_HTTPOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious Hough, KL
icmp_errorPing floodsuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090503_notice.xml
"Notice" labels (csv file): 20090503_notice.csv