MAWILab

Data set: 2014/12/19






Traffic Trace: 2014/12/19

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201412191400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201412191400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20141219_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20141219_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 108
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious 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_UDPOthersuspicious Hough
small_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
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
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
network_scan_UDPOthersuspicious Gamma
point_to_point_port_scan_UDPOthersuspicious Gamma, KL
network_scan_UDP_UDP_responseOthersuspicious Gamma, KL
network_scan_ACKHTTP trafficsuspicious Gamma
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_UDPOtheranomalous Hough, PCA
network_scan_ACKHTTP trafficanomalous Hough, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, KL, PCA
network_scan_TCP_ICMP_du_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, KL, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowOthersuspicious Hough
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
heavy_hitterOthersuspicious Gamma
small_alpha_flowOthersuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowHTTPS trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipoint_low_activitySYN attacksuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowOthersuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
alpha_flowHTTPS trafficsuspicious Gamma
icmp_errorPing floodsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_pointSSH trafficsuspicious Gamma, KL
multipoint_to_point_low_activityOthersuspicious KL
small_alpha_flowOthersuspicious KL
small_alpha_flowHTTPS trafficsuspicious Hough, PCA
micro_alpha_flowHTTPS trafficsuspicious Hough, PCA
point_to_multipointHTTPS trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_pointHTTPS trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficanomalous Gamma
multipoint_to_pointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPOtheranomalous Gamma, KL, PCA
point_to_multipointSSH trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL
alpha_flowOtheranomalous Hough, PCA
ipv4_gre_tunnelOtheranomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
heavy_hitterHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flowHTTPS trafficanomalous PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20141219_notice.xml
"Notice" labels (csv file): 20141219_notice.csv