MAWILab

Data set: 2015/11/11






Traffic Trace: 2015/11/11

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201511111400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201511111400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20151111_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20151111_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 124
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, KL
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_ACK_tHTTP trafficsuspicious Gamma
network_scan_ICMP_ecrqPing floodsuspicious Gamma
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_UDPOthersuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_ACKHTTP trafficsuspicious Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_network_scan_SYN_tSYN attackanomalous PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_multipointRST attacksuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_pointOthersuspicious Hough, KL
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_pointOthersuspicious Gamma
point_to_multipointOthersuspicious Hough, Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious Gamma, KL
multipoint_to_pointOthersuspicious Hough, KL
heavy_hitterHTTP trafficsuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
alpha_flowOtheranomalous Gamma
micro_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
small_alpha_flowOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20151111_notice.xml
"Notice" labels (csv file): 20151111_notice.csv