MAWILab

Data set: 2008/08/02






Traffic Trace: 2008/08/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200808021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200808021400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080802_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080802_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 150
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_UDPNetbios attackanomalous Hough
network_scan_UDPNetbios attackanomalous Hough
network_scan_UDPNetbios attackanomalous Hough
network_scan_UDPNetbios attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_UDPNetbios attackanomalous Hough, KL
network_scan_UDP_ICMP_du_responsePing floodanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Gamma, KL
network_scan_ACKOtheranomalous Hough, Gamma, KL
network_scan_ACKOtheranomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, 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_UDPNetbios attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
multipoint_to_pointOtheranomalous Hough, Gamma
small_alpha_flowHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPUnknownanomalous Hough
ipv4_gre_tunnelOtheranomalous Hough
small_alpha_flowHTTPS trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
point_to_multipointOtheranomalous Hough, Gamma, KL
small_alpha_flowHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP attackanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
icmp_errorPing floodanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous KL
multipoint_to_multipointSYN attackanomalous Gamma, KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
point_to_pointHTTP trafficanomalous KL
alpha_flowOtheranomalous Gamma, KL
point_to_multipoint_low_activityOtheranomalous KL
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipoint_low_activityOtheranomalous KL
point_to_multipoint_HTTPRST attackanomalous KL
point_to_multipoint_low_activityFTP trafficanomalous Hough, KL
point_to_multipointSYN attackanomalous KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Gamma, KL
alpha_flow_HTTPFIN attackanomalous KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_pointFTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPUnknownsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityFTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
multipoint_to_pointFTP trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_HTTPOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipointSYN attacksuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080802_notice.xml
"Notice" labels (csv file): 20080802_notice.csv