MAWILab

Data set: 2013/07/21






Traffic Trace: 2013/07/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201307211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201307211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130721_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130721_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 122
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, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, KL
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
distributed_denial_of_service_SYNSYN attacksuspicious Hough, Gamma, KL
point_to_point_port_scan_UDPOthersuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
port_scan_UDPOthersuspicious Gamma, PCA
network_scan_UDPOthersuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
heavy_hitterHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flowOtheranomalous Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowSSH trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious Hough, KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious Gamma, KL
alpha_flowOthersuspicious KL
icmp_errorPing floodsuspicious KL
icmp_errorPing floodsuspicious Gamma, KL
alpha_flowOthersuspicious Hough, KL
multipoint_to_point_low_activitySYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious Hough, Gamma, KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_pointPing floodsuspicious Gamma, KL
alpha_flowOthersuspicious KL
heavy_hitterFTP attacksuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
ipv4_ipv6_tunnelOthersuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130721_notice.xml
"Notice" labels (csv file): 20130721_notice.csv