MAWILab

Data set: 2004/10/31






Traffic Trace: 2004/10/31

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200410311400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200410311400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200410311400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 230
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

CategoryLabelDetectors
Scan HTTPAnomalous 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, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
SYN scanAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
Ping floodAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
Ping floodAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL
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 Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL
SasserAnomalous Hough, Gamma, KL, PCA
SasserAnomalous Hough, Gamma, KL
SasserAnomalous Hough, Gamma, KL
SasserAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, PCA
SasserAnomalous Hough, Gamma, PCA
Ping floodSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
NetbiosSuspicious Hough, Gamma, PCA
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough, Gamma
NetbiosSuspicious Hough, PCA
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough
SYN scanSuspicious Hough, Gamma
SasserSuspicious Hough
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SYN scanSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough
SasserSuspicious Hough, Gamma, PCA
NetbiosSuspicious Hough
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
NetbiosSuspicious Hough
NetbiosSuspicious Hough
NetbiosSuspicious Hough
NetbiosSuspicious Hough, PCA
NetbiosSuspicious Hough
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma
SasserSuspicious Hough
SYN scanSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
SYN scanSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, PCA
Ping floodSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, Gamma
SasserSuspicious Hough, Gamma
RST scanSuspicious Gamma, PCA
SasserSuspicious Hough, Gamma
Ping floodSuspicious Gamma, PCA
SYN scanSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
RST scanSuspicious Hough, Gamma, PCA
SasserSuspicious Gamma, PCA
SasserSuspicious Gamma, PCA
SasserSuspicious Hough, PCA
SYN scanSuspicious Hough, Gamma
Ping floodSuspicious Gamma
SYN scanSuspicious Gamma, PCA
SYN scanSuspicious Gamma, PCA
SasserSuspicious Hough, Gamma, PCA
SasserSuspicious Hough, PCA
Ping floodSuspicious Gamma, PCA
SasserSuspicious Hough, PCA
NetbiosSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
SasserSuspicious Hough, PCA
NetbiosSuspicious Hough, PCA
SasserSuspicious Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
SSHSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
SSHSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Hough, Gamma, PCA
SSHSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Hough, Gamma, PCA
HTTPSuspicious Hough, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, KL, PCA
UnknownAnomalous Hough, Gamma, KL, 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, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Hough, Gamma, PCA
UnknownAnomalous Gamma, KL
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Hough, Gamma, PCA
UnknownSuspicious Hough, Gamma
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
UnknownSuspicious Gamma, PCA
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 200410311400_notice.xml