MAWILab

Data set: 2011/12/02






Traffic Trace: 2011/12/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201112021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201112021400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20111202_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20111202_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 56
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, PCA
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
point_to_point_port_scan_UDPOtheranomalous KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_t_139_445SYN 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_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
distributed_denial_of_service_RST_responseRST attacksuspicious Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
small_alpha_flowOtheranomalous KL
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activitySSH trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20111202_notice.xml
"Notice" labels (csv file): 20111202_notice.csv