MAWILab

Data set: 2013/05/18






Traffic Trace: 2013/05/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201305181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201305181400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130518_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130518_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 50
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, Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
point_to_point_port_scan_UDPOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_responseRST attackanomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPOthersuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointRST attackanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
multipoint_to_point_low_activitySYN attackanomalous KL
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130518_notice.xml
"Notice" labels (csv file): 20130518_notice.csv