MAWILab

Data set: 2019/04/28






Traffic Trace: 2019/04/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201904281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201904281400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190428_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190428_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 54
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
multipoint_to_multipointSYN attacksuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointSSH trafficsuspicious Hough, KL, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190428_notice.xml
"Notice" labels (csv file): 20190428_notice.csv