MAWILab

Data set: 2010/08/23






Traffic Trace: 2010/08/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201008231400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20100823_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20100823_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 25
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, Gamma, KL, PCA
network_scan_SYN_tSYN attackanomalous Hough, Gamma
network_scan_SYN_tSYN attackanomalous Hough, Gamma, KL, PCA
network_scan_SYN_tSYN attacksuspicious Hough
network_scan_SYN_tSYN attacksuspicious Hough, KL
alpha_flowOtheranomalous Hough, Gamma, KL
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, KL, PCA
small_alpha_flowHTTP trafficanomalous Gamma, PCA
point_to_multipoint_low_activity_HTTPHTTP trafficanomalous Gamma, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
point_to_multipoint_HTTPHTTP trafficanomalous Gamma, PCA
point_to_multipointOtheranomalous Hough, Gamma, KL, PCA
multipoint_to_pointOtheranomalous Gamma, KL, PCA
multipoint_to_multipointOtheranomalous Gamma, PCA
multipoint_to_multipointHTTPS trafficanomalous Gamma, PCA
ipv4_ipv6_tunnelOthersuspicious Hough, PCA
point_to_multipoint_HTTPSYN attacksuspicious Hough, KL
point_to_multipointSYN attacksuspicious Hough
multipoint_to_point_low_activity_HTTPHTTP trafficsuspicious Gamma
small_alpha_flowHTTP trafficsuspicious Gamma
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
multipoint_to_point_HTTPHTTP trafficsuspicious Hough, KL, PCA
point_to_multipoint_HTTPHTTP trafficsuspicious Hough, PCA
TaxonomyHeuristicLabelDetectors

Other:

"Notice" labels (admd file): 20100823_notice.xml
"Notice" labels (csv file): 20100823_notice.csv