MAWILab

Data set: 2012/05/03






Traffic Trace: 2012/05/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201205031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201205031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120503_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120503_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 96
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
point_to_point_port_scan_UDPOtheranomalous Hough, Gamma, KL
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
distributed_denial_of_service_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious Gamma, KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious 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_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flowOtheranomalous Hough
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activitySSH trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL
multipoint_to_point_HTTPSYN attackanomalous Hough, KL
multipoint_to_point_HTTPSYN attackanomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough
point_to_multipoint_HTTPHTTPS trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough, Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
icmp_errorPing floodsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120503_notice.xml
"Notice" labels (csv file): 20120503_notice.csv