MAWILab

Data set: 2020/03/23






Traffic Trace: 2020/03/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202003231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2020/202003231400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20200323_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20200323_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_UDP_otherSasser wormanomalous Hough, PCA
network_scan_UDP_otherOtheranomalous Hough, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_du_rm_te_responsePing floodanomalous Gamma, KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_ICMP_ecrq_ICMP_ecrp_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, KL, PCA
network_scan_UDP_otherOtheranomalous Gamma, KL, PCA
network_scan_SYNSYN attackanomalous Gamma, PCA
network_scan_UDP_otherOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYN_139_445SYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
small_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
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough, KL
network_scan_SYNSYN attacksuspicious Hough
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_otherOthersuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious KL, PCA
distributed_denial_of_service_SYNSYN attacksuspicious KL, PCA
small_network_scan_SYNSYN attacksuspicious Hough
ipv4_gre_tunnelOtheranomalous Hough, PCA
point_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
micro_alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_pointRST attackanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointSSH trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, KL, PCA
point_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOthersuspicious Hough, PCA
point_to_multipointOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough
multipoint_to_point_low_activitySYN attacksuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
multipoint_to_point_low_activitySYN attacksuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_pointSYN attacksuspicious Hough, KL, PCA
multipoint_to_pointOthersuspicious Hough, KL
point_to_multipoint_low_activityOthersuspicious Hough, KL
multipoint_to_point_HTTPSYN attacksuspicious KL, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_pointSSH attacksuspicious Hough, KL, PCA
multipoint_to_pointSSH trafficsuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
ttl_errorPing floodsuspicious PCA
small_alpha_flowOthersuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointSYN attacksuspicious Hough, KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointOthersuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious KL, PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS attacksuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_point_low_activitySYN attacksuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
small_alpha_flowHTTPS trafficsuspicious PCA
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20200323_notice.xml
"Notice" labels (csv file): 20200323_notice.csv