MAWILab

Data set: 2009/11/22






Traffic Trace: 2009/11/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200911221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200911221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091122_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091122_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
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_ICMPPing floodanomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPUnknownsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN 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_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
icmp_errorPing floodanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
heavy_hitterHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
ttl_errorPing floodsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
micro_alpha_flowOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_HTTPOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091122_notice.xml
"Notice" labels (csv file): 20091122_notice.csv