MAWILab

Data set: 2018/03/17






Traffic Trace: 2018/03/17

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201803171400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201803171400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20180317_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20180317_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 103
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOthersuspicious 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_139_445SYN 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious Hough, KL, PCA
distributed_network_scan_SYNSYN attacksuspicious KL
small_network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
distributed_network_scan_SYNSYN attacksuspicious KL
network_scan_UDP_DNSOthersuspicious KL
network_scan_UDP_otherOthersuspicious KL
network_scan_SYNSYN attacksuspicious 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 Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, PCA
point_to_point_port_scan_UDPOthersuspicious Hough, KL, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
point_to_point_denial_of_service_SYNSYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_139_445SYN attackanomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough, PCA
point_to_multipointSSH trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
point_to_multipointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
small_alpha_flowOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
point_to_multipointOthersuspicious Hough, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPOthersuspicious Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
heavy_hitterSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20180317_notice.xml
"Notice" labels (csv file): 20180317_notice.csv