MAWILab

Data set: 2013/08/30






Traffic Trace: 2013/08/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201308301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2013/201308301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20130830_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20130830_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 132
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_ACKHTTPS trafficsuspicious Hough, Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough, Gamma
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_TCP_ICMP_du_responsePing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious KL
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
network_scan_UDPOthersuspicious PCA
network_scan_UDPOthersuspicious Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous Hough, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_UDP_UDP_responseOtheranomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous KL
network_scan_UDPOtheranomalous KL
point_to_point_port_scan_UDPOtheranomalous KL
network_scan_UDP_UDP_responseOtheranomalous Gamma, KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activityUnknownsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
small_alpha_flowSSH trafficsuspicious Hough
heavy_hitterHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
multipoint_to_multipointSSH trafficsuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough
multipoint_to_pointOthersuspicious Hough, PCA
micro_alpha_flowHTTP trafficsuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
micro_alpha_flowHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_multipointOthersuspicious Gamma, KL
alpha_flowOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_point_low_activityOthersuspicious KL
multipoint_to_multipointSYN attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious Gamma, KL
multipoint_to_multipointSYN attacksuspicious KL
multipoint_to_point_HTTPHTTPS trafficsuspicious KL
multipoint_to_point_HTTPHTTP trafficsuspicious KL
alpha_flowOthersuspicious KL
point_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
icmp_errorPing floodsuspicious Gamma, PCA
point_to_multipointSSH trafficsuspicious Hough, PCA
multipoint_to_pointSSH trafficsuspicious Gamma, PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_low_activityOthersuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Gamma, PCA
micro_alpha_flowOthersuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
alpha_flowOthersuspicious PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL
heavy_hitterHTTP trafficanomalous Hough, Gamma, KL, PCA
small_alpha_flowOtheranomalous Hough, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointHTTPS trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSSH trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL
alpha_flowOtheranomalous KL
alpha_flowOtheranomalous KL
alpha_flowOtheranomalous KL
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP attackanomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
emptyUnknownsuspicious Gamma
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20130830_notice.xml
"Notice" labels (csv file): 20130830_notice.csv