MAWILab

Home Data set Documentation Contribution Contact

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

2019

2022

2024

Jan

Feb

Mar

Apr

May

Jun

Jul

Aug

Sep

Oct

Nov

Dec

Traffic Trace: 2017/02/20

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201702201400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2017/201702201400.pcap.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20170220_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20170220_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 55
Proportion of anomalies in terms of occurrence:

Breakdown of the anomalies:

Taxonomy	Heuristic	Label	Detectors
network_scan_ACK	HTTPS traffic	suspicious	Hough, PCA
network_scan_UDP	Other	suspicious	Hough, KL
network_scan_SYN_t	SYN attack	suspicious	Hough, KL, PCA
network_scan_SYN_t	SYN attack	suspicious	Hough, PCA
network_scan_UDP	Netbios attack	suspicious	Hough, KL
network_scan_UDP	Other	suspicious	KL
network_scan_SYN_t	SYN attack	suspicious	KL
small_network_scan_SYN_t	SYN attack	suspicious	KL
network_scan_SYN_t	SYN attack	suspicious	KL
network_scan_SYN_t	SYN attack	suspicious	KL
network_scan_UDP	Other	suspicious	KL
network_scan_SYN_t	SYN attack	suspicious	KL
network_scan_ACK	HTTPS traffic	anomalous	Hough, Gamma, KL, PCA
network_scan_ACK	HTTPS traffic	anomalous	Hough, Gamma, KL, PCA
network_scan_ACK	HTTPS traffic	anomalous	Hough, Gamma, KL, PCA
network_scan_ACK	HTTP traffic	anomalous	PCA
network_scan_SYN_t	SYN attack	anomalous	Hough, Gamma, KL, PCA
alpha_flow	HTTPS traffic	suspicious	Hough, PCA
small_alpha_flow	Other	suspicious	Hough, PCA
alpha_flow	Other	suspicious	PCA
multipoint_to_multipoint	HTTPS traffic	suspicious	PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	Hough, PCA
multipoint_to_multipoint	Other	anomalous	Hough, PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
point_to_multipoint_low_activity	Other	anomalous	Hough, Gamma, PCA
multipoint_to_point_low_activity	Other	anomalous	Gamma, PCA
point_to_multipoint_low_activity	HTTPS traffic	anomalous	Gamma
multipoint_to_multipoint	HTTPS traffic	anomalous	Gamma, PCA
point_to_multipoint	SSH traffic	anomalous	Hough, Gamma
point_to_multipoint_low_activity	SSH traffic	anomalous	Gamma
multipoint_to_point	HTTPS traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	SYN attack	anomalous	Hough, PCA
multipoint_to_multipoint	HTTPS traffic	anomalous	Hough, Gamma, PCA
multipoint_to_point	HTTPS traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_multipoint	Other	anomalous	PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_point	HTTPS traffic	anomalous	Hough, Gamma, KL, PCA
alpha_flow	HTTPS traffic	anomalous	PCA
alpha_flow_HTTP	HTTP traffic	anomalous	PCA
alpha_flow_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_point	HTTPS traffic	anomalous	PCA
multipoint_to_multipoint	HTTP traffic	anomalous	KL, PCA
alpha_flow	HTTPS traffic	anomalous	PCA
small_alpha_flow	HTTPS traffic	anomalous	Gamma, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Gamma, PCA
multipoint_to_point	HTTPS traffic	anomalous	PCA
multipoint_to_point	HTTPS traffic	anomalous	PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	PCA
empty	Unknown	suspicious	Gamma
empty	Unknown	suspicious	Gamma
empty	Unknown	suspicious	Gamma
empty	Unknown	suspicious	Gamma
empty	Unknown	suspicious	Gamma
empty	Unknown	suspicious	Gamma
Taxonomy	Heuristic	Label	Detectors

Other:

"Notice" labels (admd file): 20170220_notice.xml
"Notice" labels (csv file): 20170220_notice.csv