MAWILab

Home Data set Documentation Contribution Contact

2007

2008

2009

2010

2011

2012

2015

2017

2019

2022

2024

Jan

Feb

Mar

Apr

May

Jun

Jul

Aug

Sep

Oct

Nov

Dec

Traffic Trace: 2011/01/31

Info: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201101311400.html
tcpdump file: http://mawi.wide.ad.jp/mawi/samplepoint-F/2011/201101311400.dump.gz

Anomalous Traffic:

"Anomalous" and "Suspicious" labels (admd file): 20110131_anomalous_suspicious.xml
"Anomalous" and "Suspicious" labels (csv file): 20110131_anomalous_suspicious.csv

Overview of the anomalies:

Number of anomalies: 59
Proportion of anomalies in terms of occurrence:

Breakdown of the anomalies:

Taxonomy	Heuristic	Label	Detectors
network_scan_ACK	HTTP traffic	suspicious	Hough, PCA
network_scan_ACK	HTTPS traffic	suspicious	Hough
network_scan_SYN_t_139_445	SYN attack	suspicious	Hough
network_scan_SYN_t_139_445	SYN attack	suspicious	Hough
network_scan_ACK	HTTP traffic	suspicious	Hough, KL
network_scan_ACK	HTTP traffic	suspicious	Hough, KL
network_scan_ACK	Other	suspicious	Hough, PCA
network_scan_UDP	Other	suspicious	PCA
network_scan_SYN_t	SYN attack	anomalous	Hough, Gamma, KL, PCA
network_scan_ICMP_ecrq	Ping flood	anomalous	Hough, KL
network_scan_SYN_t	SYN attack	anomalous	Hough
network_scan_SYN_t	SYN attack	anomalous	Hough, KL
network_scan_SYN_t	SYN attack	anomalous	Hough
point_to_point_denial_of_service_SYN	SYN attack	anomalous	Hough, KL
network_scan_ACK	HTTP traffic	anomalous	Gamma, PCA
network_scan_ACK	HTTP traffic	anomalous	Gamma, PCA
network_scan_ACK	HTTP traffic	anomalous	Gamma, PCA
network_scan_ACK	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
multipoint_to_point_HTTP	SYN attack	suspicious	Hough, KL
multipoint_to_point_low_activity	HTTPS traffic	suspicious	Gamma
multipoint_to_point_low_activity	Other	suspicious	Gamma
multipoint_to_point_low_activity_HTTP	HTTP traffic	suspicious	Gamma
small_alpha_flow	HTTP traffic	suspicious	Gamma
point_to_multipoint_HTTP	HTTP traffic	suspicious	KL, PCA
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point	SYN attack	suspicious	Hough, KL, PCA
multipoint_to_multipoint	SYN attack	suspicious	Hough, KL, PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	suspicious	Hough, PCA
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
point_to_multipoint_low_activity_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_HTTP	HTTP traffic	suspicious	KL, PCA
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
ttl_error	Ping flood	suspicious	PCA
alpha_flow_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_HTTP	HTTP traffic	suspicious	PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, PCA
ipv4_ipv6_tunnel	Other	anomalous	Hough, KL
multipoint_to_point_HTTP	HTTP traffic	anomalous	Hough, Gamma, KL, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	Hough, Gamma, PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	Gamma
multipoint_to_point_HTTP	HTTP traffic	anomalous	Gamma, PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	Gamma
alpha_flow	Other	anomalous	Gamma, KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	KL, PCA
point_to_multipoint_HTTP	Other	anomalous	KL, PCA
multipoint_to_multipoint	HTTP traffic	anomalous	Gamma, KL, PCA
multipoint_to_multipoint	RST attack	anomalous	Hough, Gamma, KL, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	KL, PCA
point_to_multipoint	Other	anomalous	Gamma, KL, PCA
multipoint_to_multipoint	Other	anomalous	Gamma, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	Gamma, KL, PCA
multipoint_to_point_HTTP	HTTP traffic	anomalous	KL, PCA
ttl_error	Ping flood	anomalous	Gamma, PCA
alpha_flow_HTTP	HTTP traffic	anomalous	PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	PCA
point_to_multipoint_low_activity	Other	anomalous	PCA
multipoint_to_point_low_activity_HTTP	HTTP traffic	anomalous	PCA
point_to_multipoint_HTTP	HTTP traffic	anomalous	Hough, KL, PCA
Taxonomy	Heuristic	Label	Detectors

Other:

"Notice" labels (admd file): 20110131_notice.xml
"Notice" labels (csv file): 20110131_notice.csv