MAWILab

Data set: 2014/08/03






Traffic Trace: 2014/08/03

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201408031400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2014/201408031400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20140803_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20140803_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 60
Proportion of anomalies in terms of occurrence:


Breakdown of the anomalies:

TaxonomyHeuristicLabelDetectors
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, Gamma
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough
small_network_scan_SYN_tSYN attacksuspicious Hough
network_scan_UDPOthersuspicious KL, PCA
network_scan_UDP_UDP_responseOthersuspicious Hough, PCA
network_scan_UDPOthersuspicious Gamma, PCA
network_scan_UDPOthersuspicious KL, PCA
network_scan_SYN_tSYN attacksuspicious KL, PCA
network_scan_SYN_tSYN attacksuspicious KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, PCA
network_scan_UDPOtheranomalous Hough, Gamma, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOthersuspicious Hough, PCA
alpha_flowHTTPS trafficsuspicious Hough, PCA
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
point_to_multipoint_low_activitySSH trafficsuspicious Hough, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma
multipoint_to_pointHTTPS trafficsuspicious Hough, Gamma, PCA
small_alpha_flowOthersuspicious Gamma
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma, PCA
point_to_pointHTTP trafficsuspicious Gamma
multipoint_to_multipointHTTP trafficsuspicious Hough, PCA
multipoint_to_multipointHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, Gamma, PCA
multipoint_to_multipointSYN attacksuspicious Hough, Gamma, PCA
ipv4_gre_tunnelOthersuspicious Hough, PCA
point_to_multipoint_HTTPSYN attacksuspicious KL, PCA
point_to_multipointOtheranomalous Hough, KL, PCA
heavy_hitterSYN attackanomalous Hough, Gamma, KL, PCA
heavy_hitterSYN attackanomalous Hough, Gamma, KL, PCA
point_to_pointHTTPS trafficanomalous Hough, PCA
point_to_multipoint_low_activityOtheranomalous Hough, PCA
multipoint_to_point_low_activity_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
heavy_hitterSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPHTTP trafficanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activityOtheranomalous Gamma, PCA
multipoint_to_point_low_activity_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
point_to_multipoint_low_activity_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
alpha_flow_HTTPHTTP trafficanomalous Gamma, PCA
alpha_flow_HTTPHTTP trafficanomalous Hough, PCA
point_to_multipointSSH trafficanomalous Hough, PCA
multipoint_to_multipointSYN attackanomalous Hough, KL, PCA
heavy_hitterSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Hough, Gamma, KL, PCA
multipoint_to_point_HTTPSYN attackanomalous Hough, Gamma, KL, PCA
multipoint_to_multipointHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointSYN attackanomalous Gamma, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20140803_notice.xml
"Notice" labels (csv file): 20140803_notice.csv