MAWILab

Data set: 2013/03/21






Traffic Trace: 2013/03/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201303211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130321_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130321_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 64
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
port_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious PCA
alpha_flowSSH trafficanomalous Hough
point_to_multipointSYN attackanomalous Hough
point_to_multipoint_HTTPSYN attackanomalous Hough
multipoint_to_multipointRST attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous KL, PCA
point_to_multipoint_HTTPPing floodanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPPing floodanomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPPing floodsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
heavy_hitterSYN attacksuspicious Hough, KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
heavy_hitterSYN attacksuspicious Hough, KL
alpha_flowOthersuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPPing floodsuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130321_notice.xml
"Notice" labels (csv file): 20130321_notice.csv