MAWILab

Data set: 2008/01/01






Traffic Trace: 2008/01/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200801011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200801011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080101_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080101_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 145
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKOtheranomalous Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, KL
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, 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_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activityFTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityFTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_pointPing floodanomalous Hough, Gamma, KL
multipoint_to_point_HTTPPing floodanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious Hough, KL
heavy_hitterOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
ttl_errorPing floodsuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious KL
alpha_flowOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080101_notice.xml
"Notice" labels (csv file): 20080101_notice.csv