MAWILab

Data set: 2011/06/21






Traffic Trace: 2011/06/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201106211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201106211400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110621_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110621_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 99
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_TCP_RST_responseRST attackanomalous Hough, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
micro_alpha_flowHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, KL
alpha_flowOthersuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL
multipoint_to_multipointOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, KL
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
point_to_multipoint_HTTPRST attacksuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_pointHTTP attacksuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPRST attacksuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
ttl_errorPing floodsuspicious PCA
ipv4_ipv6_tunnelOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20110621_notice.xml
"Notice" labels (csv file): 20110621_notice.csv