MAWILab

Data set: 2012/11/01






Traffic Trace: 2012/11/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201211011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201211011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20121101_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20121101_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 130
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
port_scan_SYNSYN attackanomalous KL
port_scan_SYNSYN attackanomalous KL
network_scan_UDPOthersuspicious Gamma
point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious 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 KL
network_scan_UDPOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
small_network_scan_SYN_tSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
port_scan_SYNSYN attacksuspicious KL
point_to_multipoint_low_activityHTTPS trafficanomalous Hough
point_to_multipointHTTPS trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP attackanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
alpha_flowHTTPS trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP attackanomalous KL
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
icmp_errorPing floodanomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activitySYN attacksuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activitySSH trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointRST attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
emptyUnknownsuspicious KL
emptyUnknownsuspicious KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20121101_notice.xml
"Notice" labels (csv file): 20121101_notice.csv