MAWILab

Data set: 2018/10/16






Traffic Trace: 2018/10/16

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201810161400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201810161400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20181016_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20181016_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 139
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious 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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responsePing floodsuspicious KL
network_scan_UDP_UDP_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_TCP_TCP_ICMP_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipointHTTPS trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
point_to_multipointOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough, KL
multipoint_to_multipointSSH trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_multipointOthersuspicious Hough, KL
multipoint_to_pointOthersuspicious Hough, KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointRST attacksuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTP trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
small_alpha_flowOtheranomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointSSH trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointRST attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Hough, PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20181016_notice.xml
"Notice" labels (csv file): 20181016_notice.csv