MAWILab

Data set: 2012/03/05






Traffic Trace: 2012/03/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201203051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201203051400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120305_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120305_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 157
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
point_to_point_port_scan_UDPOtheranomalous Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPNetbios attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough
small_alpha_flowHTTP trafficanomalous Hough, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
small_alpha_flowHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_multipointHTTP trafficanomalous Hough
multipoint_to_pointOtheranomalous Hough
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_multipointHTTP trafficanomalous Hough
multipoint_to_multipointHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma
multipoint_to_multipointRST attackanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, KL
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, KL
multipoint_to_multipointSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
small_alpha_flowOtheranomalous Hough, KL
point_to_multipointSYN attackanomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
point_to_multipointSYN attackanomalous KL
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointOthersuspicious KL
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowSSH trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
ipv4_ipv6_tunnelOthersuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityPing floodsuspicious Gamma
alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120305_notice.xml
"Notice" labels (csv file): 20120305_notice.csv