MAWILab

Data set: 2013/01/06






Traffic Trace: 2013/01/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201301061400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130106_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130106_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 162
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKOtheranomalous Gamma, KL
network_scan_UDP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
point_to_point_denial_of_service_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
point_to_point_denial_of_service_SYNSYN attackanomalous KL
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTPS trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
reflection_attack_DNSOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDPOthersuspicious KL
icmp_errorPing floodanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL
alpha_flowHTTPS trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
icmp_errorPing floodanomalous KL
alpha_flowHTTPS trafficanomalous KL
icmp_errorPing floodanomalous KL
micro_alpha_flowOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
heavy_hitterHTTP trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTP 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
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPUnknownsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough, KL
small_alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPSYN attacksuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough, KL
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
point_to_multipointRST attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
heavy_hitterOthersuspicious Gamma
point_to_multipoint_low_activitySSH trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
ttl_errorPing floodsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_HTTPPing floodsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious Hough, Gamma, KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
alpha_flowOthersuspicious KL
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130106_notice.xml
"Notice" labels (csv file): 20130106_notice.csv