MAWILab

Data set: 2008/08/27






Traffic Trace: 2008/08/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200808271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200808271400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080827_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080827_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 133
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKOtheranomalous Hough
point_to_point_port_scan_UDPOtheranomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma, KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_SYN_t_139_445SYN attacksuspicious KL, PCA
point_to_point_port_scan_UDPOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Hough, Gamma
ipv4_gre_tunnelOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
alpha_flowOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
micro_alpha_flowHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
micro_alpha_flowUnknownsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_low_activitySYN attacksuspicious Gamma
multipoint_to_pointOthersuspicious Gamma, KL
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious Gamma, KL
multipoint_to_point_HTTPOthersuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080827_notice.xml
"Notice" labels (csv file): 20080827_notice.csv