MAWILab

Data set: 2013/04/06






Traffic Trace: 2013/04/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201304061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201304061400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130406_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130406_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 100
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
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_ICMP_du_responsePing floodanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_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_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious 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
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, Gamma, KL
point_to_multipoint_HTTPRST attackanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
point_to_multipointSYN attackanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
point_to_multipointOtheranomalous Gamma, KL
icmp_errorPing floodanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL
icmp_errorPing floodanomalous KL
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, KL
icmp_errorPing floodanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough
small_alpha_flowHTTP trafficsuspicious Gamma
ipv4_ipv6_tunnelOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
host_outagePing floodsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointRST attacksuspicious KL
multipoint_to_pointPing floodsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
alpha_flowOthersuspicious KL
alpha_flowHTTPS trafficsuspicious KL
alpha_flowOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130406_notice.xml
"Notice" labels (csv file): 20130406_notice.csv