MAWILab

Data set: 2009/02/05






Traffic Trace: 2009/02/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200902051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200902051400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090205_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090205_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 133
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_Sasser_backdoorSasser wormanomalous 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_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, KL
point_to_point_port_scan_UDPOtheranomalous Hough, Gamma, KL
port_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ICMP_ecrqPing floodanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOthersuspicious Hough, KL
network_scan_ACKOthersuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKOthersuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
point_to_point_denial_of_service_ICMPPing floodsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTPS trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
ipv4_gre_tunnelOtheranomalous Hough
ipv4_ipv6_tunnelOtheranomalous Hough
point_to_multipoint_low_activityHTTPS trafficanomalous Hough
multipoint_to_pointSSH trafficanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
icmp_errorPing floodanomalous Gamma
multipoint_to_pointSSH trafficanomalous Gamma, KL
alpha_flowOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
alpha_flowOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL
alpha_flowOtheranomalous Hough, Gamma, KL
point_to_multipoint_low_activityOtheranomalous KL
multipoint_to_multipointOtheranomalous KL
alpha_flowOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous KL
point_to_multipointOtheranomalous Gamma, KL
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
small_alpha_flowHTTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious KL
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090205_notice.xml
"Notice" labels (csv file): 20090205_notice.csv