MAWILab

Data set: 2018/07/01






Traffic Trace: 2018/07/01

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201807011400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201807011400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20180701_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20180701_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 196
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_UDP_otherOthersuspicious Hough, PCA
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_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious 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
network_scan_SYNSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, KL
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_ICMP_ecrqPing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
small_point_to_point_denial_of_service_ICMPPing floodsuspicious Gamma
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 KL
distributed_denial_of_service_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_SYNSYN attacksuspicious KL
network_scan_TCP_RST_ACK_responseRST attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYNSYN attacksuspicious Hough, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious PCA
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
small_network_scan_SYNSYN attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_UDP_otherOtheranomalous Hough, KL
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
port_scan_SYNSYN attackanomalous KL
network_scan_SYNSYN attackanomalous Hough, PCA
point_to_point_port_scan_UDPOtheranomalous KL, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
small_network_scan_SYNSYN attackanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipointSYN attacksuspicious KL, PCA
multipoint_to_pointSYN attacksuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
point_to_multipointSYN attacksuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL
multipoint_to_pointOthersuspicious KL
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
point_to_pointHTTP trafficsuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
icmp_errorPing floodsuspicious KL, PCA
point_to_multipointPing floodsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
micro_alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_point_low_activityOthersuspicious Hough, PCA
multipoint_to_pointSYN attacksuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
point_to_multipointSYN attacksuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
ttl_errorPing floodsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, PCA
alpha_flowOtheranomalous Gamma
multipoint_to_multipointSYN attackanomalous Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_point_HTTPPing floodanomalous KL
multipoint_to_pointSYN attackanomalous KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityOtheranomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
heavy_hitterFIN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous KL
multipoint_to_pointSYN attackanomalous KL
alpha_flowHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_pointSSH trafficanomalous KL
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL
point_to_multipointSYN attackanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Gamma, PCA
point_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointSYN attackanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
point_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_pointSYN attackanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, PCA
multipoint_to_pointSYN attackanomalous KL, PCA
alpha_flowOtheranomalous Gamma
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
unknownPing floodanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20180701_notice.xml
"Notice" labels (csv file): 20180701_notice.csv