MAWILab

Data set: 2009/06/29






Traffic Trace: 2009/06/29

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906291400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906291400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090629_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090629_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 90
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 Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
ttl_errorPing floodanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOthersuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_pointFTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090629_notice.xml
"Notice" labels (csv file): 20090629_notice.csv