MAWILab

Data set: 2019/08/27






Traffic Trace: 2019/08/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201908271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201908271400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190827_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190827_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 43
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOthersuspicious Hough, Gamma, PCA
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attacksuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointRST attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
ipv4_gre_tunnelOthersuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointSYN attacksuspicious Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_multipointSYN attacksuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointOthersuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190827_notice.xml
"Notice" labels (csv file): 20190827_notice.csv