MAWILab

Data set: 2013/03/14






Traffic Trace: 2013/03/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130314_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130314_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 65
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Gamma
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
heavy_hitterHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Gamma
micro_alpha_flowHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous KL
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_multipointSYN attackanomalous KL
point_to_pointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, KL
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flowOtheranomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
micro_alpha_flowHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL, PCA
micro_alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipointRST attacksuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma, KL
point_to_multipointRST attacksuspicious Hough, KL
heavy_hitterSYN attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130314_notice.xml
"Notice" labels (csv file): 20130314_notice.csv