MAWILab

Data set: 2008/12/01






Traffic Trace: 2008/12/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200812011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2008/200812011400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20081201_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20081201_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 179
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_ACKOtheranomalous Hough, Gamma, KL
network_scan_ACK_tOtheranomalous Hough, KL
network_scan_UDPOtheranomalous Hough, KL
network_scan_UDPOtheranomalous KL
network_scan_UDPOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
reflection_attack_DNSOtheranomalous KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough
point_to_point_denial_of_service_SYNSYN attacksuspicious Hough
network_scan_UDPNetbios attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ACKOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, 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
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious Gamma, 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_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
multipoint_to_pointFTP trafficanomalous Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
point_to_multipointSYN attackanomalous Hough, Gamma, KL
point_to_multipointSSH trafficanomalous Hough
alpha_flowOtheranomalous Hough
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_pointSSH trafficanomalous Gamma, KL
point_to_multipointOtheranomalous KL
point_to_multipointOtheranomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
point_to_multipoint_HTTPSYN attackanomalous KL
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL
multipoint_to_point_low_activityOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activityFTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowSSH trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
icmp_errorPing floodsuspicious Hough
multipoint_to_pointFTP trafficsuspicious Hough, KL
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
alpha_flowOthersuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointOthersuspicious Hough, KL
point_to_multipointRST attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
alpha_flowSSH trafficsuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPRST attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointNetbios attacksuspicious KL
multipoint_to_pointOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_pointOthersuspicious KL
small_alpha_flowHTTPS trafficsuspicious KL
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20081201_notice.xml
"Notice" labels (csv file): 20081201_notice.csv