MAWILab

Data set: 2010/03/07






Traffic Trace: 2010/03/07

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003071400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201003071400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100307_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100307_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 54
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL
network_scan_ACKSSH trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ACKSSH trafficsuspicious Hough
network_scan_UDPOthersuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
icmp_errorPing floodanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activitySSH trafficanomalous Hough, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
small_alpha_flowHTTP trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
small_alpha_flowFTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityFTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100307_notice.xml
"Notice" labels (csv file): 20100307_notice.csv