MAWILab

Data set: 2007/12/03






Traffic Trace: 2007/12/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200712031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2007/200712031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20071203_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20071203_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 51
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough, Gamma
small_alpha_flowHTTP trafficsuspicious Hough
heavy_hitterOthersuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20071203_notice.xml
"Notice" labels (csv file): 20071203_notice.csv