MAWILab

Data set: 2017/11/16






Traffic Trace: 2017/11/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201711161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201711161400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20171116_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20171116_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 78
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious Hough, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
heavy_hitterHTTPS trafficsuspicious Hough
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL, PCA
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough, KL
multipoint_to_multipointSSH trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointSYN attacksuspicious Hough, KL, PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
icmp_errorPing floodsuspicious PCA
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPSYN attackanomalous Hough, KL
multipoint_to_pointHTTPS trafficanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPSYN attackanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20171116_notice.xml
"Notice" labels (csv file): 20171116_notice.csv