MAWILab

Data set: 2005/05/22






Traffic Trace: 2005/05/22

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2005/200505221400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2005/200505221400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200505221400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 80
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
NetbiosAnomalous Hough, PCA
NetbiosAnomalous Hough, PCA
NetbiosAnomalous Hough, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough
SasserAnomalous Hough, Gamma
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
Ping floodAnomalous Hough
NetbiosAnomalous Hough, PCA
SYN scanAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, KL
SasserAnomalous Hough, KL
SasserAnomalous Hough, KL, PCA
SasserAnomalous Hough, KL
SasserAnomalous Hough, KL, PCA
SasserAnomalous Hough, KL, PCA
SYN scanAnomalous Hough, Gamma, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough
SYN scanSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Gamma, PCA
SasserSuspicious Hough, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
FTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous KL
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, KL
UnknownSuspicious Hough, Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 200505221400_notice.xml