MAWILab

Data set: 2007/06/19






Traffic Trace: 2007/06/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200706191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200706191400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20070619_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20070619_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 135
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKOthersuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointFTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous KL
heavy_hitterHTTP attackanomalous KL
multipoint_to_pointOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowUnknownsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
ipv4_gre_tunnelOthersuspicious Hough
point_to_multipoint_HTTPHTTPS trafficsuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough, Gamma
multipoint_to_pointPing floodsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
point_to_pointHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
point_to_pointOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowFTP trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointPing floodsuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointPing floodsuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20070619_notice.xml
"Notice" labels (csv file): 20070619_notice.csv