MAWILab

Data set: 2020/10/15






Traffic Trace: 2020/10/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202010151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202010151400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20201015_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20201015_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 46
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOthersuspicious Hough, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Hough, PCA
port_scan_SYNSYN attacksuspicious KL, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_TCP_TCP_ICMP_responseRST attacksuspicious Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
heavy_hitterSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, KL, PCA
point_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_point_low_activitySYN attackanomalous Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20201015_notice.xml
"Notice" labels (csv file): 20201015_notice.csv