MAWILab

Data set: 2019/07/05






Traffic Trace: 2019/07/05

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907051400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201907051400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20190705_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20190705_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 110
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
reflection_attack_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
port_scan_SYNSYN attackanomalous KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN 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_SYNSYN attacksuspicious Hough, KL
network_scan_ICMP_ecrqPing floodsuspicious 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_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
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
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
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious KL
network_scan_SYNSYN attacksuspicious PCA
small_point_to_point_denial_of_service_SYNSYN attacksuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_point_low_activityOtheranomalous KL
alpha_flowOtheranomalous Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointHTTPS trafficsuspicious Gamma, KL
alpha_flowFIN attacksuspicious Hough, KL
multipoint_to_multipointSYN attacksuspicious Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_multipointSYN attacksuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowOthersuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointSYN attacksuspicious Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20190705_notice.xml
"Notice" labels (csv file): 20190705_notice.csv