MAWILab

Data set: 2010/12/20






Traffic Trace: 2010/12/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201012201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201012201400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20101220_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20101220_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 183
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL
point_to_point_port_scan_UDPOtheranomalous Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, 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
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP attackanomalous Gamma
micro_alpha_flowUnknownanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
ipv4_ipv6_tunnelOtheranomalous Hough, KL
multipoint_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipointSSH trafficanomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
icmp_errorPing floodanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
heavy_hitterHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
heavy_hitterHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
ttl_errorPing floodsuspicious KL
ipv4_ipv6_tunnelOthersuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipointPing floodsuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPHTTP attacksuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_pointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_multipointOthersuspicious KL
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
ttl_errorPing floodsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipointSSH trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
ttl_errorPing floodsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20101220_notice.xml
"Notice" labels (csv file): 20101220_notice.csv