MAWILab

Data set: 2014/01/14






Traffic Trace: 2014/01/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201401141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140114_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140114_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 31
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous PCA
multipoint_to_pointRST attacksuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140114_notice.xml
"Notice" labels (csv file): 20140114_notice.csv