MAWILab

Data set: 2020/04/01






Traffic Trace: 2020/04/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004011400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200401_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200401_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 176
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_UDP_otherOtheranomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYN_139_445SYN attackanomalous Hough
small_network_scan_SYNSYN attackanomalous Hough, Gamma
network_scan_SYN_139_445SYN attackanomalous Hough
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, Gamma, KL
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_TCP_TCP_ICMP_responseRST attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Gamma, KL
network_scan_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma, KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious Hough, Gamma, KL, PCA
small_network_scan_SYNSYN attacksuspicious Gamma, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_alpha_flowHTTPS trafficanomalous Hough
alpha_flowHTTPS trafficanomalous Hough
multipoint_to_point_low_activityOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
ipv4_gre_tunnelOtheranomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Hough, KL, PCA
micro_alpha_flowOtheranomalous PCA
multipoint_to_pointOtheranomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous PCA
icmp_errorPing floodanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_low_activityHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointSSH trafficanomalous Hough, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
alpha_flowSSH trafficsuspicious Hough
alpha_flowOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
multipoint_to_point_low_activityOthersuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
alpha_flowOthersuspicious Hough, KL
icmp_errorPing floodsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
multipoint_to_pointOthersuspicious KL
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
micro_alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
emptyUnknownanomalous Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200401_notice.xml
"Notice" labels (csv file): 20200401_notice.csv