MAWILab

Data set: 2014/11/16






Traffic Trace: 2014/11/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201411161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201411161400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20141116_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20141116_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 66
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, PCA
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_point_HTTPSYN attacksuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointRST attacksuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipointSSH trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPRST attacksuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, KL, PCA
point_to_multipoint_low_activityRST attackanomalous Hough, PCA
point_to_multipointSSH attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20141116_notice.xml
"Notice" labels (csv file): 20141116_notice.csv