MAWILab

Data set: 2004/11/15






Traffic Trace: 2004/11/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200411151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200411151400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200411151400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 360
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
NetbiosAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, KL
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, KL
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma
RST scanAnomalous Gamma, PCA
SYN scanAnomalous Gamma, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, KL
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Gamma, KL, PCA
SasserAnomalous Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SasserAnomalous Gamma, KL, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough
SasserSuspicious Hough, Gamma
NetbiosSuspicious Hough
NetbiosSuspicious Hough
SasserSuspicious Hough, Gamma
NetbiosSuspicious Hough
NetbiosSuspicious Hough
NetbiosSuspicious Hough
NetbiosSuspicious Hough
SasserSuspicious Hough
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SYN scanSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SYN scanSuspicious Hough
SasserSuspicious Hough
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma
SasserSuspicious Hough
SasserSuspicious Hough, Gamma
SasserSuspicious Hough
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough
Ping floodSuspicious Hough
NetbiosSuspicious Hough, Gamma, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough
SYN scanSuspicious Hough, Gamma, PCA
NetbiosSuspicious Hough
SYN scanSuspicious Hough, PCA
SYN scanSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SYN scanSuspicious Hough, Gamma
SYN scanSuspicious Hough, Gamma, PCA
RST scanSuspicious Hough, Gamma, PCA
RST scanSuspicious Gamma, PCA
Ping floodSuspicious Hough, Gamma
RST scanSuspicious Gamma, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma
Ping floodSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SasserSuspicious Hough, Gamma
SYN scanSuspicious Hough, Gamma, PCA
RST scanSuspicious Gamma
SasserSuspicious Hough
SasserSuspicious Hough, Gamma
RST scanSuspicious Gamma
SasserSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
SasserSuspicious Hough, PCA
Ping floodSuspicious Gamma, PCA
NetbiosSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SYN scanSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Gamma, PCA
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious PCA
SasserSuspicious PCA
SasserSuspicious Hough, PCA
SasserSuspicious PCA
NetbiosSuspicious PCA
SYN scanSuspicious PCA
NetbiosSuspicious PCA
SasserSuspicious PCA
NetbiosSuspicious PCA
SasserSuspicious Hough, Gamma, PCA
SYN scanSuspicious PCA
SYN scanSuspicious Gamma, PCA
SasserSuspicious PCA
SasserSuspicious PCA
SYN scanSuspicious Gamma, PCA
HTTPAnomalous Hough, Gamma
HTTPAnomalous Hough, Gamma, PCA
FTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Gamma, PCA
SSHAnomalous Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious Hough, 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, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma
SSHSuspicious 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 Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSSuspicious PCA
HTTPSuspicious PCA
HTTPSuspicious PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, PCA
UnknownSuspicious Hough, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 200411151400_notice.xml