MAWILab

Data set: 2017/04/23






Traffic Trace: 2017/04/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201704231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201704231400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20170423_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20170423_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 135
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
distributed_denial_of_service_SYN_ACK_responseSYN attackanomalous Gamma, KL
small_network_scan_SYNSYN attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous KL
small_network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL
small_network_scan_SYNSYN attackanomalous KL
small_network_scan_SYNSYN attackanomalous KL
distributed_network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_UDP_otherNetbios attackanomalous Gamma, KL, PCA
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, PCA
small_network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious 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_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_UDP_DNSOthersuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
small_network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious KL, PCA
network_scan_SYNSYN attacksuspicious KL, PCA
point_to_point_denial_of_service_ICMPPing floodsuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma
multipoint_to_multipointSSH attackanomalous Hough, KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_low_activitySSH trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, KL
point_to_multipointSSH trafficsuspicious Hough, KL, PCA
point_to_multipoint_low_activitySSH trafficsuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious KL, PCA
point_to_multipointHTTPS trafficsuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointSSH trafficsuspicious Hough, KL
micro_alpha_flowOthersuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
icmp_errorPing floodsuspicious Hough, KL
small_alpha_flowOthersuspicious KL
multipoint_to_multipointSSH trafficsuspicious KL, PCA
multipoint_to_multipointSSH trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_multipointOthersuspicious KL, PCA
point_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough, PCA
small_alpha_flowOthersuspicious Hough, PCA
multipoint_to_multipointOthersuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20170423_notice.xml
"Notice" labels (csv file): 20170423_notice.csv