MAWILab

Data set: 2020/04/05






Traffic Trace: 2020/04/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202004051400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200405_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200405_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 115
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous KL
network_scan_ICMP_ecrqPing floodanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_ICMP_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious 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_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNOthersuspicious Hough
network_scan_SYNOthersuspicious Hough
network_scan_UDP_otherOthersuspicious 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_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodsuspicious Hough
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous KL
small_alpha_flowOtheranomalous KL
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH attackanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
heavy_hitterHTTPS trafficanomalous Gamma, KL, PCA
heavy_hitterHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOthersuspicious Hough
point_to_multipointOthersuspicious Hough
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_pointPing floodsuspicious Gamma
alpha_flowOthersuspicious Gamma, PCA
multipoint_to_pointSSH trafficsuspicious Hough, KL, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
micro_alpha_flowOthersuspicious PCA
point_to_multipointOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200405_notice.xml
"Notice" labels (csv file): 20200405_notice.csv