MAWILab

Data set: 2019/07/09






Traffic Trace: 2019/07/09

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907091400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907091400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190709_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190709_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 74
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_ICMP_du_responsePing floodsuspicious Hough, KL
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_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, Gamma
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYN_139_445SYN 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_SYNSYN attacksuspicious Hough, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_otherOthersuspicious KL
network_scan_UDP_otherOthersuspicious KL
network_scan_SYN_139_445SYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma
network_scan_UDP_otherOtheranomalous Hough, KL
port_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious Hough, Gamma, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flowFIN attacksuspicious Hough, KL
point_to_multipointOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointSSH trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointOthersuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous Gamma
point_to_multipointSYN attackanomalous Gamma
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190709_notice.xml
"Notice" labels (csv file): 20190709_notice.csv