MAWILab

Data set: 2012/08/10






Traffic Trace: 2012/08/10

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201208101400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201208101400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120810_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120810_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 44
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
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_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_pointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPOthersuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120810_notice.xml
"Notice" labels (csv file): 20120810_notice.csv