MAWILab

Data set: 2010/04/20






Traffic Trace: 2010/04/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201004201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2010/201004201400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 201004201400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 31
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
RST scanAnomalous Hough
SYN scanAnomalous Hough, Gamma, KL, PCA
Ping floodAnomalous Gamma, KL
SYN scanAnomalous Gamma, KL, PCA
SYN scanSuspicious Hough
HTTPAnomalous Gamma, KL, PCA
SSHAnomalous Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous KL
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL, PCA
UnknownSuspicious Gamma, KL, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, KL, PCA
UnknownSuspicious Gamma, KL, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 201004201400_notice.xml