MAWILab

Data set: 2009/01/06






Traffic Trace: 2009/01/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200901061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200901061400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090106_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090106_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 185
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_ACKOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_SYN_tSYN attackanomalous KL
point_to_point_denial_of_service_SYNSYN attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficanomalous KL
network_scan_UDPOtheranomalous KL
reflection_attack_DNSOtheranomalous KL
point_to_point_port_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_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 Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_ACK_tOthersuspicious Hough
network_scan_ACK_tHTTP trafficsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACK_tHTTPS trafficsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_ACKHTTP trafficsuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
alpha_flowOtheranomalous Hough
alpha_flowOtheranomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_multipointHTTPS trafficanomalous Hough, KL
small_alpha_flowHTTPS trafficanomalous Hough
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
ipv4_ipv6_tunnelOtheranomalous Hough
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, Gamma
point_to_multipointOtheranomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
micro_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
micro_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPOtheranomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activityOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_multipointOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
alpha_flowHTTPS trafficanomalous KL
heavy_hitterOtheranomalous KL
micro_alpha_flowOtheranomalous KL
small_alpha_flowOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
small_alpha_flowOtheranomalous KL
point_to_multipoint_HTTPRST attackanomalous KL
point_to_multipointSYN attackanomalous KL
multipoint_to_multipointOtheranomalous KL
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_pointHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_pointSSH trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
micro_alpha_flowOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
small_alpha_flowHTTP trafficsuspicious Gamma, KL
alpha_flowOthersuspicious KL
point_to_multipoint_low_activityRST attacksuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090106_notice.xml
"Notice" labels (csv file): 20090106_notice.csv