MAWILab

Data set: 2019/08/23






Traffic Trace: 2019/08/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201908231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201908231400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190823_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190823_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 154
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_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_ICMP_ecrqPing floodsuspicious 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
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough, Gamma
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_SYNSYN attacksuspicious Hough
small_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_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYN_139_445SYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious Gamma, KL, PCA
small_point_to_point_denial_of_service_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, KL
network_scan_TCP_TCP_ICMP_responsePing floodanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointOthersuspicious Hough, PCA
alpha_flowSSH trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowFIN attacksuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Gamma
point_to_multipoint_low_activityOthersuspicious Gamma
point_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious Gamma, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_multipointSSH trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
micro_alpha_flowOthersuspicious PCA
host_outagePing floodsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPSYN attacksuspicious PCA
alpha_flowOthersuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointSYN attacksuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointSYN attacksuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous KL
alpha_flowOtheranomalous KL
alpha_flowOtheranomalous KL
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointRST attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
point_to_multipoint_low_activityOtheranomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
small_alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190823_notice.xml
"Notice" labels (csv file): 20190823_notice.csv