MAWILab

Data set: 2004/07/15






Traffic Trace: 2004/07/15

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200407151400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2004/200407151400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200407151400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 407
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

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

Other:

"Notice" labels (admd file): 200407151400_notice.xml