MAWILab

Data set: 2020/08/02






Traffic Trace: 2020/08/02

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202008021400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202008021400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200802_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200802_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 245
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
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_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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
small_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_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_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious 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_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, PCA
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
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_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL
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_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, Gamma
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_ICMP_te_responsePing floodsuspicious Gamma
network_scan_TCP_ICMP_te_responsePing floodsuspicious Gamma
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Gamma
network_scan_TCP_RST_ACK_responseRST attacksuspicious Gamma, PCA
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Gamma
network_scan_TCP_TCP_ICMP_responsePing floodsuspicious Gamma
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_UDP_UDP_responseOthersuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Gamma, KL
network_scan_UDP_UDP_ICMP_responseOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_SYN_139_445SYN attacksuspicious Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_SYNSYN attacksuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious KL
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowSSH trafficanomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
alpha_flowSSH trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_pointFIN attacksuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
multipoint_to_point_low_activitySSH trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointSSH trafficsuspicious Gamma
multipoint_to_pointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointSSH trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
ttl_errorPing floodsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_multipointOthersuspicious PCA
icmp_errorPing floodsuspicious Gamma, PCA
multipoint_to_point_low_activityOthersuspicious Gamma, PCA
multipoint_to_multipointSSH trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
icmp_errorPing floodsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointSSH trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious PCA
emptyUnknownanomalous Gamma
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200802_notice.xml
"Notice" labels (csv file): 20200802_notice.csv