MAWILab

Data set: 2015/07/23






Traffic Trace: 2015/07/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201507231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201507231400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150723_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150723_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 194
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious 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, Gamma, KL
network_scan_ACKOthersuspicious Hough, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
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
network_scan_SYN_tSYN attacksuspicious Hough
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_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious 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
network_scan_SYN_tSYN attacksuspicious 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
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_ACKHTTPS trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough, Gamma
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
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
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
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
network_scan_TCP_ICMP_du_responsePing floodsuspicious Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, KL
small_network_scan_SYN_tSYN attacksuspicious Gamma, PCA
network_scan_SYN_t_139_445SYN attacksuspicious Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious Gamma, PCA
network_scan_SYN_t_139_445SYN attacksuspicious KL, PCA
network_scan_SYN_t_139_445SYN attacksuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
small_network_scan_SYN_tSYN attacksuspicious Gamma, PCA
small_network_scan_SYN_tSYN attacksuspicious PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attackanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL, PCA
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL
small_network_scan_SYN_tSYN attackanomalous KL
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
small_network_scan_SYN_tSYN attackanomalous PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma
multipoint_to_point_low_activityOthersuspicious Hough
small_alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowOthersuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious Hough
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowSSH trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Hough
ipv4_ipv6_tunnelOthersuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointSSH trafficsuspicious Gamma, KL, PCA
point_to_multipointOthersuspicious Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowSSH trafficsuspicious PCA
alpha_flowSSH trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious PCA
alpha_flowSSH trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious PCA
alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, KL, PCA
small_alpha_flowHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious Gamma, PCA
multipoint_to_pointHTTPS trafficsuspicious Gamma, PCA
point_to_multipointHTTPS trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough, Gamma, PCA
alpha_flowOthersuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_low_activityOtheranomalous PCA
emptyUnknownanomalous Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150723_notice.xml
"Notice" labels (csv file): 20150723_notice.csv