MAWILab

Data set: 2020/04/21






Traffic Trace: 2020/04/21

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004211400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004211400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200421_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200421_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 100
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough, Gamma
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
point_to_point_port_scan_UDPOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
heavy_hitterOtheranomalous Hough, KL
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
alpha_flowOthersuspicious Hough, Gamma, KL, PCA
point_to_multipointSYN attacksuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL, PCA
heavy_hitterOthersuspicious Hough, Gamma, KL, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_multipointSSH attacksuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_multipointSYN attacksuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200421_notice.xml
"Notice" labels (csv file): 20200421_notice.csv