MAWILab

Data set: 2009/06/25






Traffic Trace: 2009/06/25

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906251400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200906251400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090625_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090625_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 85
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious 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
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointOthersuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
point_to_pointHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
micro_alpha_flowOthersuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPOthersuspicious KL, PCA
multipoint_to_pointOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activityOthersuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_pointRST attacksuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090625_notice.xml
"Notice" labels (csv file): 20090625_notice.csv