MAWILab

Data set: 2010/03/06






Traffic Trace: 2010/03/06

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003061400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003061400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100306_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100306_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 72
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_TCP_RST_responseRST attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_SYN_tSYN 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_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Hough, 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 PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPOtheranomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
icmp_errorPing floodanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_pointSSH trafficsuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
micro_alpha_flowHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
alpha_flowOthersuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100306_notice.xml
"Notice" labels (csv file): 20100306_notice.csv