MAWILab

Data set: 2018/01/23






Traffic Trace: 2018/01/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201801231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2018/201801231400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20180123_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20180123_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 141
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ICMP_ecrqPing floodanomalous Hough, KL
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma
small_network_scan_SYNSYN attackanomalous Gamma
small_network_scan_SYNSYN attackanomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_SYNSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious 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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough, KL
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_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Gamma
small_network_scan_SYNSYN attacksuspicious Gamma
multipoint_to_pointHTTPS trafficanomalous Hough, PCA
multipoint_to_pointSYN attackanomalous Hough, KL
point_to_multipointHTTPS trafficanomalous Gamma, PCA
micro_alpha_flowHTTPS trafficanomalous Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous Gamma
alpha_flowOtheranomalous Gamma
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma
micro_alpha_flowOtheranomalous Gamma
multipoint_to_point_low_activityOtheranomalous Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_pointHTTPS trafficanomalous KL
multipoint_to_pointHTTPS trafficanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous KL, PCA
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointOtheranomalous KL
alpha_flowOtheranomalous Gamma, KL
alpha_flowOtheranomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSYN attackanomalous Gamma, KL
icmp_errorPing floodanomalous Hough, KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointHTTPS trafficanomalous KL
multipoint_to_pointSYN attackanomalous KL
multipoint_to_pointSSH trafficanomalous KL, PCA
multipoint_to_pointSYN attackanomalous KL
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_low_activityOtheranomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
small_alpha_flowOtheranomalous PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous KL, PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous KL
point_to_multipointSYN attackanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_pointSYN attacksuspicious Hough, KL
small_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activitySYN attacksuspicious Gamma
alpha_flowOthersuspicious Gamma
micro_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough, KL
multipoint_to_point_low_activityHTTPS trafficsuspicious KL
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious KL, PCA
multipoint_to_multipointOthersuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
point_to_multipointRST attacksuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20180123_notice.xml
"Notice" labels (csv file): 20180123_notice.csv