MAWILab

Data set: 2012/04/17






Traffic Trace: 2012/04/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201204171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201204171400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120417_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120417_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 113
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_TCP_RST_responseRST attackanomalous Hough, PCA
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
small_network_scan_SYN_tSYN attackanomalous KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_TCP_RST_responseRST attacksuspicious Hough, PCA
network_scan_TCP_RST_responseRST attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
distributed_denial_of_service_SYNSYN attacksuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, KL
alpha_flowOtheranomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL
point_to_multipoint_low_activityOtheranomalous Hough, KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_multipointSYN attackanomalous KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activitySSH trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activitySSH trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120417_notice.xml
"Notice" labels (csv file): 20120417_notice.csv