MAWILab

Data set: 2008/12/29






Traffic Trace: 2008/12/29

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200812291400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200812291400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20081229_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20081229_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 142
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
point_to_point_port_scan_UDPOtheranomalous Hough, Gamma, KL
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, 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
network_scan_UDP_UDP_responseOthersuspicious 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
small_alpha_flowHTTP trafficanomalous Hough
multipoint_to_point_low_activityFTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowOtheranomalous Hough
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
icmp_errorPing floodanomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPOtheranomalous Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
small_alpha_flowHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
ttl_errorPing floodsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious Hough, Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
multipoint_to_pointSMB attacksuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious Gamma, KL
heavy_hitterRST attacksuspicious KL
point_to_multipointOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activitySSH trafficsuspicious KL
alpha_flowOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flowFTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
small_alpha_flowFTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20081229_notice.xml
"Notice" labels (csv file): 20081229_notice.csv