MAWILab

Data set: 2014/11/08






Traffic Trace: 2014/11/08

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201411081400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201411081400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20141108_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20141108_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 90
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
distributed_denial_of_service_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_UDPOthersuspicious Gamma
network_scan_SYN_tSYN attacksuspicious Gamma
distributed_network_scan_SYNSYN attacksuspicious KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
small_network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowSSH trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, KL
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPRST attackanomalous Hough, KL, PCA
multipoint_to_pointOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointSSH attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20141108_notice.xml
"Notice" labels (csv file): 20141108_notice.csv