MAWILab

Data set: 2009/11/14






Traffic Trace: 2009/11/14

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200911141400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200911141400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091114_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091114_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 35
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Gamma, KL
ipv4_ipv6_tunnelOtheranomalous Hough
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipointOthersuspicious Hough
icmp_errorPing floodsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowFTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091114_notice.xml
"Notice" labels (csv file): 20091114_notice.csv