MAWILab

Data set: 2016/12/30






Traffic Trace: 2016/12/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201612301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2016/201612301400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20161230_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20161230_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 203
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, PCA
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYNSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_point_to_point_denial_of_service_SYNSYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_UDPOthersuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ICMP_ecrqPing floodsuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDPOthersuspicious Hough
network_scan_UDP_UDP_responseOthersuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
small_network_scan_SYN_tSYN attacksuspicious Gamma
network_scan_UDP_UDP_ICMP_responsePing floodsuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious Hough, KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL, PCA
network_scan_TCP_ICMP_te_responsePing floodsuspicious PCA
point_to_point_denial_of_service_ICMPPing floodsuspicious PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYN_ACK_responseSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
small_point_to_point_denial_of_service_SYNSYN attackanomalous PCA
network_scan_UDPNetbios attackanomalous Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, KL, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough
multipoint_to_multipointSSH trafficsuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
multipoint_to_point_HTTPOthersuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activitySSH trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
small_alpha_flowOthersuspicious Hough
micro_alpha_flowOthersuspicious Hough
small_alpha_flowOthersuspicious Hough, KL
micro_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activitySYN attacksuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
alpha_flowHTTPS trafficsuspicious Hough
multipoint_to_multipointSSH trafficsuspicious Hough
point_to_multipointSSH trafficsuspicious Hough
multipoint_to_multipointSYN attacksuspicious Hough, KL
point_to_multipointOthersuspicious Hough
multipoint_to_pointSSH trafficsuspicious Hough
micro_alpha_flowOthersuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
point_to_multipoint_low_activityOthersuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
point_to_multipoint_low_activitySSH trafficsuspicious Hough
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Hough, Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Hough, Gamma
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious Hough, KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
icmp_errorPing floodsuspicious KL
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSSH trafficsuspicious KL
alpha_flowOthersuspicious Hough, KL, PCA
multipoint_to_pointSYN attacksuspicious KL
multipoint_to_pointSYN attacksuspicious KL
alpha_flowOthersuspicious Hough, KL
multipoint_to_pointHTTPS trafficsuspicious KL
multipoint_to_point_low_activityOthersuspicious KL, PCA
ttl_errorPing floodsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious Hough, KL
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flowHTTPS trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
point_to_pointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
multipoint_to_pointHTTPS trafficsuspicious KL, PCA
alpha_flowSSH trafficsuspicious PCA
point_to_pointHTTPS attacksuspicious PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
point_to_multipointOtheranomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, KL
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_pointOtheranomalous Hough, KL
multipoint_to_multipointSYN attackanomalous Gamma, KL
multipoint_to_point_low_activity_HTTPRST attackanomalous Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous KL, PCA
icmp_errorPing floodanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowHTTPS trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous PCA
multipoint_to_multipointHTTPS trafficanomalous KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, PCA
small_alpha_flowHTTP trafficanomalous PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_pointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, KL, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
emptyUnknownsuspicious Hough
emptyUnknownsuspicious Hough
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20161230_notice.xml
"Notice" labels (csv file): 20161230_notice.csv