MAWILab

Data set: 2010/09/24






Traffic Trace: 2010/09/24

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201009241400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201009241400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100924_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100924_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 52
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
small_network_scan_SYN_tSYN attackanomalous Hough
network_scan_ICMP_ecrqPing floodanomalous Hough
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, KL
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_SYN_t_139_445SYN attackanomalous Hough
network_scan_UDPOtheranomalous Hough, Gamma, KL
distributed_denial_of_service_SYNSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_UDP_UDP_responseOtheranomalous PCA
network_scan_TCP_RST_ACK_responseRST attacksuspicious Hough
alpha_flow_HTTPHTTP trafficanomalous Hough
ipv4_gre_tunnelOtheranomalous Hough
small_alpha_flowFTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOtheranomalous Hough, KL
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
small_alpha_flowFTP trafficanomalous PCA
point_to_multipoint_low_activityOtheranomalous PCA
point_to_multipointOtheranomalous Gamma, PCA
multipoint_to_pointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activityHTTPS trafficanomalous PCA
multipoint_to_multipointHTTP trafficanomalous Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_point_low_activity_HTTPHTTP trafficanomalous PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, KL, PCA
alpha_flowOthersuspicious Hough, Gamma
small_alpha_flowOthersuspicious Gamma
point_to_pointHTTP trafficsuspicious Gamma
multipoint_to_pointOthersuspicious Hough, Gamma, KL
multipoint_to_pointHTTPS trafficsuspicious Hough
alpha_flow_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
point_to_multipointOthersuspicious Gamma, PCA
alpha_flow_HTTPHTTP trafficsuspicious Hough, PCA
point_to_multipointOthersuspicious PCA
small_alpha_flowHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Gamma, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTP trafficsuspicious PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100924_notice.xml
"Notice" labels (csv file): 20100924_notice.csv