MAWILab

Data set: 2012/07/13






Traffic Trace: 2012/07/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201207131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201207131400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120713_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120713_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 141
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
point_to_point_port_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activitySYN attackanomalous Hough, Gamma, KL
small_alpha_flowOtheranomalous KL
small_alpha_flowOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
icmp_errorPing floodanomalous KL
point_to_multipointOtheranomalous Gamma, KL
icmp_errorPing floodanomalous KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, KL
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityFTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
small_alpha_flowOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
ttl_errorPing floodsuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
heavy_hitterOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120713_notice.xml
"Notice" labels (csv file): 20120713_notice.csv