MAWILab

Data set: 2010/03/03






Traffic Trace: 2010/03/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100303_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100303_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 68
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Gamma, PCA
network_scan_UDPOtheranomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious KL
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
alpha_flowOtheranomalous Gamma
small_alpha_flowOtheranomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
alpha_flowOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, KL, PCA
heavy_hitterOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL, PCA
multipoint_to_point_HTTPOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
small_alpha_flowFTP trafficsuspicious PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100303_notice.xml
"Notice" labels (csv file): 20100303_notice.csv