MAWILab

Data set: 2012/12/10






Traffic Trace: 2012/12/10

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201212101400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201212101400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20121210_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20121210_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 91
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_UDPOtheranomalous KL, PCA
network_scan_UDP_ICMP_du_responsePing floodanomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_ACKSSH trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL, PCA
small_network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
alpha_flowOtheranomalous Hough
multipoint_to_pointOtheranomalous Hough
point_to_multipoint_low_activityOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPUnknownanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
point_to_multipoint_low_activityOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
icmp_errorPing floodanomalous KL
icmp_errorPing floodanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
small_alpha_flowHTTP trafficanomalous KL
multipoint_to_multipointSYN attackanomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
heavy_hitterHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activitySSH trafficsuspicious Gamma
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
alpha_flowSSH trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowSSH trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipointOthersuspicious KL, PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP attacksuspicious Gamma, KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
heavy_hitterHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20121210_notice.xml
"Notice" labels (csv file): 20121210_notice.csv