MAWILab

Data set: 2011/01/23






Traffic Trace: 2011/01/23

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201101231400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201101231400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 201101231400_anomalous_suspicious.xml

Overview of the anomalies:

# of anomalies: 99
# 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
SYN scanAnomalous Hough, PCA
SYN scanAnomalous Hough, KL, PCA
SYN scanAnomalous Hough, PCA
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough, Gamma
SYN scanAnomalous Hough, Gamma, KL, PCA
RST scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Hough, Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SYN scanAnomalous Gamma, KL, PCA
SMBAnomalous KL
SYN scanAnomalous Hough, Gamma, KL, PCA
Scan HTTPAnomalous Hough, Gamma, KL, PCA
SYN scanSuspicious Gamma
RST scanSuspicious Gamma, PCA
SYN scanSuspicious Hough, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
SSHAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous KL
HTTPAnomalous KL
HTTPSAnomalous KL
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, PCA
HTTPAnomalous Hough, Gamma, KL, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSSuspicious Hough, Gamma
SSHSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma
HTTPSuspicious Gamma, PCA
HTTPSuspicious 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, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
HTTPSuspicious Gamma, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma
UnknownAnomalous Gamma, KL
UnknownAnomalous KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous Hough, Gamma, KL, PCA
UnknownAnomalous KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous KL
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous Gamma, KL, PCA
UnknownAnomalous KL
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Hough
UnknownSuspicious Gamma
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
CategoryLabelDetectors

Other:

"Notice" labels (admd file): 201101231400_notice.xml