MAWILab

Data set: 2006/11/27






Traffic Trace: 2006/11/27

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2006/200611271400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2006/200611271400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200611271400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 357
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
SYN scanAnomalous Hough
SYN scanAnomalous Hough, PCA
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough
SYN scanAnomalous Hough, Gamma, KL
SYN scanAnomalous Hough, Gamma, PCA
Ping floodAnomalous Gamma
Ping floodAnomalous Hough, Gamma, PCA
Ping floodAnomalous Gamma
NetbiosAnomalous Hough, PCA
Ping floodAnomalous Gamma, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough
SYN scanSuspicious Hough
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Hough
SYN scanSuspicious Hough, Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
RST scanSuspicious Gamma, PCA
NetbiosSuspicious Hough, PCA
Ping floodSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious PCA
SYN scanSuspicious PCA
NetbiosSuspicious PCA
HTTPSAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma
HTTPAnomalous Gamma
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma, KL, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Gamma
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma
HTTPAnomalous Gamma
HTTPAnomalous Gamma
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma
HTTPAnomalous Gamma
HTTPAnomalous Gamma
HTTPAnomalous Hough, PCA
HTTPAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, PCA
HTTPAnomalous Hough, Gamma, PCA
FTPAnomalous Gamma, PCA
HTTPSuspicious Hough
HTTPSuspicious Hough
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Gamma, PCA
HTTPSuspicious Hough
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
FTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
SSHSuspicious Gamma, PCA
FTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
FTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough
UnknownAnomalous Hough
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma
UnknownAnomalous Gamma, PCA
UnknownAnomalous Gamma
UnknownAnomalous Gamma
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 200611271400_notice.xml