MAWILab

Data set: 2014/09/11






Traffic Trace: 2014/09/11

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201409111400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201409111400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140911_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140911_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 144
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough, Gamma, KL
network_scan_UDPOthersuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, Gamma
network_scan_UDPOthersuspicious PCA
network_scan_UDPOthersuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
point_to_point_port_scan_UDPOthersuspicious PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
small_network_scan_SYN_tSYN attackanomalous Gamma
network_scan_ACKHTTP trafficanomalous Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_TCP_ICMP_du_responsePing floodanomalous KL
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
point_to_point_port_scan_UDPOtheranomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_HTTPOthersuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipointOthersuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Hough, KL
point_to_multipointOthersuspicious Hough, KL
point_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious KL, PCA
alpha_flowSSH trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPSYN attacksuspicious PCA
alpha_flowOthersuspicious Gamma, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma
multipoint_to_pointHTTPS trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
small_alpha_flowOtheranomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma
micro_alpha_flowRST attackanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma
alpha_flowSSH trafficanomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
small_alpha_flowHTTP trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
icmp_errorPing floodanomalous Gamma
multipoint_to_pointOtheranomalous Hough, KL
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL
alpha_flowOtheranomalous Hough, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flowOtheranomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
micro_alpha_flowOtheranomalous PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140911_notice.xml
"Notice" labels (csv file): 20140911_notice.csv