MAWILab

Data set: 2009/08/04






Traffic Trace: 2009/08/04

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908041400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200908041400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090804_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090804_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 140
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Hough, 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_ACKHTTP trafficanomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, 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_UDPOtheranomalous Gamma, KL
network_scan_UDPNetbios attackanomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous KL
network_scan_ACKHTTP trafficsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDPOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_SYN_t_139_445SYN attacksuspicious KL
network_scan_TCP_TCP_ICMP_responseSSH attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
ipv4_gre_tunnelOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_pointSYN attackanomalous Hough, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_pointSSH attackanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipoint_low_activityOtheranomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flowOtheranomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, KL
multipoint_to_point_low_activityOtheranomalous KL
ttl_errorPing floodanomalous KL
ipv4_ipv6_tunnelOtheranomalous KL
ttl_errorPing floodanomalous Hough, Gamma, KL
ttl_errorPing floodanomalous KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
multipoint_to_pointSSH trafficanomalous Hough, Gamma
point_to_multipointOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
point_to_multipointOtheranomalous KL
ttl_errorPing floodanomalous KL
point_to_multipointHTTPS trafficanomalous KL
point_to_multipointOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
alpha_flowOtheranomalous KL
point_to_multipoint_low_activityOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
point_to_multipoint_low_activityOtheranomalous KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
alpha_flow_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous KL
small_alpha_flowOtheranomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPSYN attackanomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough, Gamma
icmp_errorPing floodsuspicious Hough, Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flowFTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious KL
point_to_multipointOthersuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090804_notice.xml
"Notice" labels (csv file): 20090804_notice.csv