MAWILab

Data set: 2008/02/01






Traffic Trace: 2008/02/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200802011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200802011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080201_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080201_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 217
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKOtheranomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ACKOtheranomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Gamma, KL
small_network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKOtheranomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_SYN_t_139_445SYN attackanomalous 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_ecrqPing floodanomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_SYN_t_139_445SYN attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_Sasser_backdoorSasser wormsuspicious Hough
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_UDPOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
distributed_denial_of_service_ICMPPing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
heavy_hitterFTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_pointSSH trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_low_activityOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough
small_alpha_flowOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_pointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
micro_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPSYN attackanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flowOtheranomalous KL
multipoint_to_point_HTTPPing floodanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
alpha_flowOtheranomalous Hough, KL
point_to_multipointSYN attackanomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
small_alpha_flowOtheranomalous KL
point_to_multipointSYN attackanomalous KL
point_to_multipointSYN attackanomalous Hough, Gamma, KL
multipoint_to_multipointPing floodsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Gamma
point_to_multipointRST attacksuspicious KL
heavy_hitterOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080201_notice.xml
"Notice" labels (csv file): 20080201_notice.csv