MAWILab

Data set: 2010/07/30






Traffic Trace: 2010/07/30

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201007301400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201007301400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100730_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100730_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 169
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
network_scan_ACKHTTP trafficsuspicious Gamma, PCA
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_ACKHTTP trafficsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious Gamma, KL
network_scan_ACKHTTP trafficsuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_SYN_tSYN attacksuspicious KL
network_scan_ACKHTTPS trafficsuspicious PCA
network_scan_ACKHTTP trafficsuspicious PCA
network_scan_UDPOtheranomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_UDPOtheranomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough, Gamma, KL, PCA
network_scan_ACKOtheranomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Gamma, PCA
network_scan_ACKHTTP trafficanomalous Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Hough
small_alpha_flowHTTP trafficsuspicious Hough
alpha_flowHTTPS 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_point_HTTPHTTP trafficsuspicious Hough
point_to_multipoint_low_activity_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
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma
alpha_flowSMB attacksuspicious Hough, Gamma
heavy_hitterOthersuspicious Hough, Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_low_activityHTTPS trafficsuspicious Gamma
micro_alpha_flowHTTP trafficsuspicious Gamma
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious Gamma, KL
multipoint_to_multipointOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
point_to_multipointOthersuspicious Gamma, KL
small_alpha_flowHTTP trafficsuspicious KL
point_to_multipointRST attacksuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
alpha_flowOthersuspicious KL
multipoint_to_multipointOthersuspicious Hough, KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious KL
alpha_flowOthersuspicious KL, PCA
point_to_multipoint_low_activityOthersuspicious KL
point_to_pointHTTP trafficsuspicious KL
point_to_multipointSYN attacksuspicious KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_multipointOthersuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOthersuspicious Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL
small_alpha_flowHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flowOtheranomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPOtheranomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100730_notice.xml
"Notice" labels (csv file): 20100730_notice.csv