MAWILab

Data set: 2014/02/27






Traffic Trace: 2014/02/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201402271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201402271400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140227_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140227_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 59
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
port_scan_SYNSYN attackanomalous KL
network_scan_SYN_tSYN attackanomalous KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
alpha_flowOtheranomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
heavy_hitterSYN attackanomalous KL
multipoint_to_point_HTTPHTTP attackanomalous KL
point_to_multipointOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointRST attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPSYN attacksuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
heavy_hitterHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
ipv4_ipv6_tunnelOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140227_notice.xml
"Notice" labels (csv file): 20140227_notice.csv