MAWILab

Data set: 2009/09/28






Traffic Trace: 2009/09/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2009/200909281400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20090928_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20090928_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 32
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous 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 Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointRST attackanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_pointOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20090928_notice.xml
"Notice" labels (csv file): 20090928_notice.csv