MAWILab

Data set: 2012/02/22






Traffic Trace: 2012/02/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201202221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2012/201202221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20120222_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20120222_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 49
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
distributed_denial_of_service_RST_responseRST attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
network_scan_UDPOthersuspicious KL
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough
point_to_multipoint_HTTPSYN attackanomalous Hough, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
alpha_flowOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20120222_notice.xml
"Notice" labels (csv file): 20120222_notice.csv