Visual information seeking: tight coupling of dynamic query filters with starfield displays
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
Towards an effective cooperation of the user and the computer for classification
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Delayed Internet routing convergence
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Case study: interactive visualization for internet security
Proceedings of the conference on Visualization '02
Realistic BGP traffic for test labs
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
Route oscillations in I-BGP with route reflection
Proceedings of the 2002 conference on Applications, technologies, architectures, and protocols for computer communications
BGP routing stability of popular destinations
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Analysis of the MED Oscillation Problem in BGP
ICNP '02 Proceedings of the 10th IEEE International Conference on Network Protocols
An Eye on Network Intruder-Administrator Shootouts
Proceedings of the Workshop on Intrusion Detection and Network Monitoring
A Visual Exploration Process for the Analysis of Internet Routing Data
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Intrusion and misuse detection in large-scale systems
IEEE Computer Graphics and Applications
Learning-based anomaly detection in BGP updates
Proceedings of the 2005 ACM SIGCOMM workshop on Mining network data
Cyber security through visualization
APVis '06 Proceedings of the 2006 Asia-Pacific Symposium on Information Visualisation - Volume 60
Visualizing Internet Routing Changes
IEEE Transactions on Visualization and Computer Graphics
A study of prefix hijacking and interception in the internet
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Design, deployment, and use of the DETER testbed
DETER Proceedings of the DETER Community Workshop on Cyber Security Experimentation and Test on DETER Community Workshop on Cyber Security Experimentation and Test 2007
BGP-lens: patterns and anomalies in internet routing updates
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
The science of cyber security experimentation: the DETER project
Proceedings of the 27th Annual Computer Security Applications Conference
An incremental approach to enhance the accuracy of internet routing
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part II
VisTracer: a visual analytics tool to investigate routing anomalies in traceroutes
Proceedings of the Ninth International Symposium on Visualization for Cyber Security
BGPfuse: using visual feature fusion for the detection and attribution of BGP anomalies
Proceedings of the Tenth Workshop on Visualization for Cyber Security
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The security of Internet routing is a major concern because attacks and errors can result in data packets not reaching their intended destination and/or falling into the wrong hands. A key step in improving routing security is to analyze and understand it. In the past, we and other researchers have presented various visual-based, statistical-based, and signature-based methods of analyzing Internet routing data. In this paper, we describe an integration of visual and automated data mining methods for discovering and investigating anomalies in Internet routing. We show how these different components are combined in such a way as to complement each other, creating a very effective and useful analysis tool. In addition to performing analysis on archived data, our system is able to collect, process and visualize data in near-real-time.