MAWILab

Data set: 2014/02/08






Traffic Trace: 2014/02/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201402081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201402081400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140208_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140208_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 45
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
distributed_denial_of_service_SYNSYN attacksuspicious Gamma, KL, PCA
network_scan_UDPOthersuspicious Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointRST attackanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
multipoint_to_pointRST attacksuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointSSH trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140208_notice.xml
"Notice" labels (csv file): 20140208_notice.csv