MAWILab

Data set: 2019/12/01






Traffic Trace: 2019/12/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201912011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2019/201912011400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20191201_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20191201_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 135
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_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_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
distributed_denial_of_service_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
point_to_point_port_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_SYNSYN attacksuspicious PCA
network_scan_ICMP_ecrqPing floodsuspicious PCA
small_network_scan_SYNSYN attacksuspicious PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodsuspicious PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_UDP_otherOtheranomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_SYNSYN attackanomalous Hough, PCA
network_scan_SYNSYN attackanomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
small_alpha_flowOthersuspicious Hough
point_to_multipointOthersuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
point_to_multipointOthersuspicious Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Hough, Gamma
multipoint_to_pointSSH trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious Gamma, KL
multipoint_to_pointSYN attacksuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_HTTPSYN attacksuspicious KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipointOthersuspicious Gamma, PCA
multipoint_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_pointSSH trafficsuspicious Gamma, PCA
point_to_multipoint_low_activitySYN attacksuspicious PCA
multipoint_to_pointOthersuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_point_low_activityOthersuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipointSYN attacksuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, KL
point_to_multipoint_low_activityOtheranomalous Hough, KL
point_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSYN attackanomalous KL, PCA
multipoint_to_multipointSSH trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20191201_notice.xml
"Notice" labels (csv file): 20191201_notice.csv