MAWILab

Data set: 2007/02/26






Traffic Trace: 2007/02/26

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200702261400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200702261400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20070226_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20070226_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 134
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Hough, KL, PCA
network_scan_ACKOthersuspicious PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
micro_alpha_flowOthersuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointSYN attacksuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious Hough, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
heavy_hitterHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20070226_notice.xml
"Notice" labels (csv file): 20070226_notice.csv