MAWILab

Data set: 2012/12/02






Traffic Trace: 2012/12/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201212021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201212021400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20121202_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20121202_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 187
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPUnknownanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
reflection_attack_DNSOtheranomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
reflection_attack_DNSOtheranomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough
point_to_point_denial_of_service_ICMPPing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
reflection_attack_ICMPPing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
reflection_attack_DNSOthersuspicious KL
network_scan_UDPOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activityOtheranomalous Hough
small_alpha_flowHTTP trafficanomalous Hough
alpha_flowSSH trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTPS trafficanomalous Hough
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activitySSH trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Hough, Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_pointHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
small_alpha_flowOtheranomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
small_alpha_flowHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_pointOtheranomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL
small_alpha_flowOtheranomalous Gamma, KL
point_to_multipointOtheranomalous Hough, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, KL
icmp_errorPing floodanomalous Hough, KL
point_to_multipointOtheranomalous Hough, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowSSH trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
ipv4_ipv6_tunnelOthersuspicious 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
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointSSH trafficsuspicious 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_HTTPHTTP trafficsuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
ttl_errorPing floodsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
heavy_hitterHTTP trafficsuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipointPing floodsuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_HTTPOthersuspicious KL
point_to_multipointOthersuspicious KL
alpha_flowOthersuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flowHTTPS trafficsuspicious KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_multipointRST attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointRST attacksuspicious KL
multipoint_to_multipointRST attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
host_outagePing floodsuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20121202_notice.xml
"Notice" labels (csv file): 20121202_notice.csv