MAWILab

Data set: 2014/01/10






Traffic Trace: 2014/01/10

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401101400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401101400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140110_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140110_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 43
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140110_notice.xml
"Notice" labels (csv file): 20140110_notice.csv