MAWILab

Data set: 2010/02/13






Traffic Trace: 2010/02/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201002131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201002131400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100213_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100213_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 46
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
point_to_point_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
icmp_errorPing floodanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious KL, PCA
alpha_flowOthersuspicious KL, PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowFTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100213_notice.xml
"Notice" labels (csv file): 20100213_notice.csv