MAWILab

Data set: 2013/10/27






Traffic Trace: 2013/10/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201310271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201310271400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20131027_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20131027_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 25
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
small_network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, KL
network_scan_UDPOthersuspicious KL, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, PCA
multipoint_to_pointSSH trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
alpha_flowOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipointSSH trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
ipv4_gre_tunnelOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20131027_notice.xml
"Notice" labels (csv file): 20131027_notice.csv