MAWILab

Data set: 2012/07/30






Traffic Trace: 2012/07/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201207301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201207301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120730_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120730_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 attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, PCA
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_ACKOthersuspicious Gamma, PCA
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_point_port_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACK_tHTTP trafficanomalous Gamma, KL, PCA
small_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipoint_low_activityOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS attacksuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120730_notice.xml
"Notice" labels (csv file): 20120730_notice.csv