MAWILab

Data set: 2015/08/31






Traffic Trace: 2015/08/31

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201508311400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2015/201508311400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20150831_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20150831_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 71
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
network_scan_ACKHTTP trafficsuspicious Hough, Gamma, PCA
network_scan_SYN_tSYN attacksuspicious Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough, PCA
network_scan_ACKHTTPS trafficsuspicious Hough, PCA
reflection_attack_DNSOthersuspicious Gamma, KL, PCA
reflection_attack_DNSOthersuspicious Gamma, KL, PCA
network_scan_UDP_UDP_responseOthersuspicious PCA
network_scan_UDPOtheranomalous Hough, Gamma, KL
network_scan_UDP_ICMP_du_responsePing floodanomalous Hough, Gamma, KL, PCA
network_scan_ACKHTTP trafficanomalous Hough, Gamma, PCA
network_scan_ACKHTTPS trafficanomalous Hough, Gamma
network_scan_ACKHTTPS trafficanomalous Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma
network_scan_UDPOtheranomalous Hough, Gamma, KL, PCA
network_scan_UDPOtheranomalous KL
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious Hough, PCA
alpha_flowOthersuspicious Hough, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
point_to_multipoint_low_activityHTTPS trafficsuspicious Hough, Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, KL
point_to_multipointSSH trafficsuspicious Hough, Gamma, PCA
small_alpha_flowHTTPS trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, KL
multipoint_to_multipointOthersuspicious Gamma
multipoint_to_pointSSH trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_HTTPOthersuspicious Hough, Gamma, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, Gamma, KL, PCA
multipoint_to_pointSYN attacksuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, KL, PCA
alpha_flowOthersuspicious Hough, Gamma, KL, PCA
multipoint_to_multipointOthersuspicious Hough, Gamma, PCA
small_alpha_flowHTTP trafficsuspicious PCA
alpha_flow_HTTPHTTP trafficsuspicious PCA
multipoint_to_point_low_activityHTTPS trafficsuspicious PCA
multipoint_to_multipointHTTPS trafficsuspicious Hough, Gamma, PCA
multipoint_to_pointOthersuspicious PCA
multipoint_to_point_low_activityOthersuspicious PCA
ipv4_ipv6_tunnelOtheranomalous Hough, Gamma, PCA
ipv4_gre_tunnelOtheranomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, Gamma, PCA
alpha_flowHTTPS trafficanomalous Hough, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Hough, Gamma, PCA
point_to_multipoint_low_activityOtheranomalous Hough, Gamma, KL
alpha_flow_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, KL, PCA
alpha_flowHTTPS trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
multipoint_to_multipointOtheranomalous Hough, Gamma, PCA
point_to_pointHTTPS attackanomalous Gamma, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Hough, Gamma, PCA
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma
emptyUnknownsuspicious Gamma, KL
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20150831_notice.xml
"Notice" labels (csv file): 20150831_notice.csv