MAWILab

Data set: 2013/09/20






Traffic Trace: 2013/09/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201309201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201309201400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130920_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130920_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 75
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointSSH trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_low_activitySSH trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_pointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowOthersuspicious Gamma, KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130920_notice.xml
"Notice" labels (csv file): 20130920_notice.csv