MAWILab

Data set: 2019/05/22






Traffic Trace: 2019/05/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201905221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201905221400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190522_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190522_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 114
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious Hough
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_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
small_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
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
small_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_SYNSYN attacksuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, PCA
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_TCP_RST_ACK_responseRST attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
network_scan_SYN_139_445SYN attacksuspicious Gamma
network_scan_UDP_otherOthersuspicious Hough, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, PCA
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_TCP_RST_ACK_responseRST attackanomalous Gamma, KL
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, PCA
network_scan_TCP_TCP_ICMP_responsePing floodanomalous Gamma, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
alpha_flowOthersuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, KL
point_to_multipointOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
heavy_hitterHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL, PCA
alpha_flowOthersuspicious Hough, KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
alpha_flowHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
alpha_flowOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_pointOtheranomalous Hough, PCA
point_to_multipointOtheranomalous PCA
point_to_multipoint_low_activityOtheranomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190522_notice.xml
"Notice" labels (csv file): 20190522_notice.csv