MAWILab

Data set: 2008/03/04






Traffic Trace: 2008/03/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200803041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200803041400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20080304_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20080304_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 141
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPNetbios attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPNetbios attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough
network_scan_UDPNetbios attackanomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Hough, 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_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ACKOthersuspicious Gamma, KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, 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_UDPOthersuspicious KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flowOtheranomalous Hough
ipv4_gre_tunnelOtheranomalous Hough
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
micro_alpha_flowHTTP trafficanomalous Gamma
heavy_hitterHTTP trafficanomalous Hough, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointSSH trafficsuspicious Gamma, KL
multipoint_to_pointFTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma
host_outagePing floodsuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_point_HTTPOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
point_to_pointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_HTTPOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_multipointPing floodsuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20080304_notice.xml
"Notice" labels (csv file): 20080304_notice.csv