MAWILab

Data set: 2018/06/12






Traffic Trace: 2018/06/12

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201806121400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201806121400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20180612_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20180612_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 196
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
small_network_scan_SYNSYN attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_SYN_139_445SYN attackanomalous Hough, KL
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_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_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNFIN 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_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseOthersuspicious Hough
network_scan_TCP_RST_ACK_responseRST 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
distributed_denial_of_service_ICMPPing floodsuspicious PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointRST attackanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
point_to_multipointOtheranomalous Gamma
small_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointOtheranomalous PCA
point_to_multipointOtheranomalous PCA
multipoint_to_point_low_activitySSH trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
point_to_multipoint_low_activitySSH trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activitySYN attacksuspicious Hough
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
icmp_errorPing floodsuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointOthersuspicious Hough, KL, PCA
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
icmp_errorPing floodsuspicious KL, PCA
multipoint_to_pointSSH trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious PCA
ttl_errorPing floodsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20180612_notice.xml
"Notice" labels (csv file): 20180612_notice.csv