MAWILab

Data set: 2013/06/30






Traffic Trace: 2013/06/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201306301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201306301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130630_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130630_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 116
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTPS trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, 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 KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDPOthersuspicious Gamma, PCA
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
network_scan_ACKHTTP trafficsuspicious 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_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKOtheranomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
point_to_multipoint_HTTPSYN attacksuspicious KL
icmp_errorPing floodsuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
alpha_flowOthersuspicious Gamma, KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_point_low_activityFTP attacksuspicious KL
multipoint_to_pointOthersuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_HTTPOthersuspicious KL
alpha_flowOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
small_alpha_flowOthersuspicious KL
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPPing floodsuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_pointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
micro_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointRST attackanomalous Hough
multipoint_to_pointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130630_notice.xml
"Notice" labels (csv file): 20130630_notice.csv