MAWILab

Data set: 2003/12/28






Traffic Trace: 2003/12/28

Info: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200312281400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-B/2003/200312281400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 200312281400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 296
# of anomalies as function of the # of alarms and # of detectors reporting the alarms:


Breakdown of the anomalies:

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

Other:

"Notice" labels (admd file): 200312281400_notice.xml