MAWILab

Data set: 2014/10/21






Traffic Trace: 2014/10/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201410211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201410211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20141021_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20141021_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 58
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Hough, KL
point_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipointSYN attacksuspicious Hough, Gamma, KL
point_to_multipointFIN attacksuspicious Hough, Gamma, KL
alpha_flowHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma, KL
point_to_multipointSYN attacksuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough, Gamma, KL
point_to_multipointSYN attacksuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Gamma, KL, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointFIN attackanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20141021_notice.xml
"Notice" labels (csv file): 20141021_notice.csv