MAWILab

Data set: 2009/10/28






Traffic Trace: 2009/10/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200910281400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20091028_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20091028_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 47
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
alpha_flowOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
ttl_errorPing floodanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
multipoint_to_pointOthersuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipointSSH trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, PCA
point_to_multipointOthersuspicious KL, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20091028_notice.xml
"Notice" labels (csv file): 20091028_notice.csv