MAWILab

Data set: 2017/09/11






Traffic Trace: 2017/09/11

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201709111400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201709111400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20170911_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20170911_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 97
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious Hough, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_point_low_activity_HTTPSYN attacksuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointRST attacksuspicious Hough, KL
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointPing floodsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipointOthersuspicious Hough, KL, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointSYN attacksuspicious Gamma, KL, PCA
point_to_multipointSYN attacksuspicious KL, PCA
small_alpha_flowHTTP trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL
small_alpha_flowOthersuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20170911_notice.xml
"Notice" labels (csv file): 20170911_notice.csv