MAWILab

Data set: 2008/05/02






Traffic Trace: 2008/05/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200805021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200805021400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080502_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080502_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 165
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPNetbios attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKOthersuspicious Hough, Gamma
network_scan_ACKOthersuspicious Hough, Gamma
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_pointOtheranomalous Hough
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough
ipv4_gre_tunnelOtheranomalous Hough, Gamma
multipoint_to_pointOtheranomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_pointHTTP attackanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
icmp_errorPing floodanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
small_alpha_flowHTTP trafficanomalous KL
point_to_multipointOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
point_to_multipoint_HTTPOtheranomalous KL
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipoint_HTTPHTTP attackanomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
point_to_multipoint_low_activityOtheranomalous KL
point_to_multipoint_HTTPSYN attackanomalous Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
point_to_multipoint_HTTPSYN attackanomalous Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
point_to_multipointSYN attackanomalous Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowOthersuspicious Hough, Gamma
alpha_flowOthersuspicious Hough, Gamma
point_to_multipoint_low_activityOthersuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityOthersuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointPing floodsuspicious Hough, Gamma
multipoint_to_point_HTTPOthersuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
heavy_hitterHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
emptyUnknownanomalous Hough
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080502_notice.xml
"Notice" labels (csv file): 20080502_notice.csv