MAWILab

Data set: 2010/05/18






Traffic Trace: 2010/05/18

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201005181400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201005181400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100518_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100518_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 134
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_tSYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_TCP_RST_responseRST attackanomalous PCA
network_scan_SYN_t_139_445SYN attacksuspicious Hough
network_scan_SYN_t_139_445SYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious Gamma, KL
network_scan_UDPOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious Hough, 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
small_network_scan_SYNSYN attacksuspicious 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_ICMP_ecrqPing floodsuspicious KL
network_scan_UDPOthersuspicious KL
network_scan_ACKOthersuspicious KL
network_scan_UDP_UDP_responseOthersuspicious 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
multipoint_to_multipointHTTPS trafficanomalous Hough, KL
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipointHTTPS trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
micro_alpha_flowHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipointOtheranomalous Gamma, KL
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Gamma, KL, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, PCA
multipoint_to_point_HTTPHTTP trafficanomalous PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flowHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_multipointHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough
point_to_multipointHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
small_alpha_flowFTP trafficsuspicious Gamma
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma
alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
alpha_flowSSH trafficsuspicious Gamma
point_to_multipoint_HTTPOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
ttl_errorPing floodsuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious KL
small_alpha_flowOthersuspicious KL
point_to_multipointSYN attacksuspicious KL
small_alpha_flowHTTP trafficsuspicious KL
ipv4_ipv6_tunnelOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipointSYN attacksuspicious KL
point_to_multipoint_HTTPSYN attacksuspicious KL
point_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
multipoint_to_multipointOthersuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious KL
ttl_errorPing floodsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, KL
point_to_multipoint_low_activityOthersuspicious KL
multipoint_to_multipointHTTP trafficsuspicious Gamma, KL
point_to_multipointOthersuspicious Gamma, KL
small_alpha_flowOthersuspicious Gamma, KL
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Gamma, PCA
alpha_flowOthersuspicious Hough, PCA
alpha_flow_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100518_notice.xml
"Notice" labels (csv file): 20100518_notice.csv