MAWILab

Data set: 2017/09/10






Traffic Trace: 2017/09/10

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201709101400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201709101400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20170910_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20170910_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 113
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious 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_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_otherNetbios attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_ICMP_ecrqPing floodanomalous Hough, KL
network_scan_SYN_139_445SYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, KL, PCA
reflection_attack_UDPHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_UDP_otherNetbios attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
micro_alpha_flowOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma
icmp_errorPing floodsuspicious Hough, Gamma, KL
small_alpha_flowOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
ttl_errorPing floodsuspicious Gamma, PCA
point_to_multipointOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
micro_alpha_flowOtheranomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, PCA
alpha_flowOtheranomalous Gamma
small_alpha_flowOtheranomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma
point_to_pointHTTP trafficanomalous Gamma
point_to_multipoint_low_activitySYN attackanomalous Gamma
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPRST attackanomalous KL
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
host_outagePing floodanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20170910_notice.xml
"Notice" labels (csv file): 20170910_notice.csv