MAWILab

Data set: 2012/04/20






Traffic Trace: 2012/04/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201204201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201204201400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120420_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120420_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 42
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activitySSH trafficanomalous Hough, Gamma
alpha_flowOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
ipv4_ipv6_tunnelOthersuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointRST attacksuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowFTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120420_notice.xml
"Notice" labels (csv file): 20120420_notice.csv