MAWILab

Data set: 2015/04/15






Traffic Trace: 2015/04/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201504151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201504151400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150415_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150415_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 173
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTPS trafficsuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Gamma
network_scan_UDP_ICMP_du_responsePing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
point_to_point_denial_of_service_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTPS trafficsuspicious Gamma, PCA
network_scan_UDPOthersuspicious Gamma, PCA
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_ACKHTTP trafficsuspicious Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma
network_scan_ACKHTTPS trafficanomalous Gamma
network_scan_TCP_ICMP_du_responsePing floodanomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough, Gamma
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
alpha_flowSSH trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_pointSYN attacksuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPSYN attacksuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPOthersuspicious Gamma, KL
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activityOthersuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
heavy_hitterHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowHTTPS trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL
multipoint_to_pointOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_pointSSH trafficanomalous KL
alpha_flowOtheranomalous KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150415_notice.xml
"Notice" labels (csv file): 20150415_notice.csv