MAWILab

Data set: 2015/10/02






Traffic Trace: 2015/10/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201510021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201510021400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20151002_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20151002_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 101
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTPS trafficsuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
point_to_point_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough, KL, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
heavy_hitterHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
heavy_hitterHTTPS attacksuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_pointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
alpha_flowHTTPS trafficanomalous Hough, Gamma
small_alpha_flowHTTP trafficanomalous Gamma
micro_alpha_flowHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20151002_notice.xml
"Notice" labels (csv file): 20151002_notice.csv