MAWILab

Data set: 2016/05/24






Traffic Trace: 2016/05/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201605241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201605241400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20160524_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20160524_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 50
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious Gamma
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious KL, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
distributed_denial_of_service_SYNSYN attacksuspicious PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
point_to_point_denial_of_service_SYNSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20160524_notice.xml
"Notice" labels (csv file): 20160524_notice.csv