MAWILab

Data set: 2013/09/13






Traffic Trace: 2013/09/13

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201309131400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201309131400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130913_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130913_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 78
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL
small_alpha_flowHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, Gamma
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough, KL
alpha_flowOthersuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious Hough, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
ipv4_ipv6_tunnelOthersuspicious PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130913_notice.xml
"Notice" labels (csv file): 20130913_notice.csv