MAWILab

Data set: 2017/11/15






Traffic Trace: 2017/11/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201711151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201711151400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20171115_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20171115_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 55
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma
network_scan_SYNSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough
small_network_scan_SYNSYN attackanomalous Gamma
small_point_to_point_denial_of_service_SYNUnknownanomalous Gamma
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
distributed_network_scan_SYNSYN attacksuspicious KL, PCA
alpha_flowOtheranomalous Hough, Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough, PCA
point_to_multipoint_low_activityUnknownsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20171115_notice.xml
"Notice" labels (csv file): 20171115_notice.csv