MAWILab

Data set: 2012/05/07






Traffic Trace: 2012/05/07

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201205071400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201205071400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120507_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120507_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 142
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ACKHTTP trafficsuspicious Gamma
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
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
reflection_attack_DNSOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, 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_TCP_TCP_ICMP_responsePing floodsuspicious 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
reflection_attack_DNSOthersuspicious KL
reflection_attack_DNSOthersuspicious 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
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
point_to_multipointOtheranomalous Hough
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough
alpha_flowOtheranomalous Hough, KL
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Gamma
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_pointOtheranomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointSYN attackanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
micro_alpha_flowUnknownsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
ipv4_gre_tunnelOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120507_notice.xml
"Notice" labels (csv file): 20120507_notice.csv