Intrusion Detection Networks: A Key to Collaborative Security

ISBN-13: 9781466564121 / Angielski / Twarda / 2013 / 261 str.

Carol Fung; Raouf Boutaba

Opis

The rapidly increasing sophistication of cyber intrusions makes them nearly impossible to detect without the use of a collaborative intrusion detection network (IDN). Using overlay networks that allow an intrusion detection system (IDS) to exchange information, IDNs can dramatically improve your overall intrusion detection accuracy.

Intrusion Detection Networks: A Key to Collaborative Security focuses on the design of IDNs and explains how to leverage effective and efficient collaboration between participant IDSs. Providing a complete introduction to IDSs and IDNs, it explains the benefits of building IDNs, identifies the challenges underlying their design, and outlines possible solutions to these problems. It also reviews the full-range of proposed IDN solutions analyzing their scope, topology, strengths, weaknesses, and limitations.

• Includes a case study that examines the applicability of collaborative intrusion detection to real-world malware detection scenarios
• Illustrates distributed IDN architecture design
• Considers trust management, intrusion detection decision making, resource management, and collaborator management

The book provides a complete overview of network intrusions, including their potential damage and corresponding detection methods. Covering the range of existing IDN designs, it elaborates on privacy, malicious insiders, scalability, free-riders, collaboration incentives, and intrusion detection efficiency. It also provides a collection of problem solutions to key IDN design challenges and shows how you can use various theoretical tools in this context.
The text outlines comprehensive validation methodologies and metrics to help you improve efficiency of detection, robustness against malicious insiders, incentive-compatibility for all participants, and scalability in network size. It concludes by highlighting open issues and future challenges."

Spis treści

Cyber Intrusions. Intrusion Detection. Collaborative Intrusion Detection Networks Architecture Design. Trust Management. Collaborative Decision. Resource Management. Collaborators Selection and Management. Knowledge-Based Intrusion Detection Networks and Knowledge Propagation. Collaborative Malware Detection Networks.

O autorze

Carol Fung is an assistant professor of computer science at the Virginia Commonwealth University (USA). She received her Bachelor's and Master's degrees in computer science from the university of Manitoba (Canada), and her PhD degree in computer science from the university of Waterloo (Canada). Her research interests include collaborative intrusion detection networks, social networks, security issues in mobile networks and medical systems, location-based services for mobile phones, and machine learning in intrusion detection. She is the recipient of the best dissertation awards in IM2013, the best student paper award in CNSM2011 and the best paper award in IM2009. She received numerous prestige awards and scholarships including Google Anita Borg scholarship, NSERC Postdoc fellowship, David Cheriton Scholarship, NSERC Postgraduate Scholarship, and President’s graduate scholarship. She has been a visiting scholar at POSTECH (South Korea), a software engineer at Google, and a research staff at BlackBerry.

Raouf Boutaba is a professor of computer science at the University of Waterloo (Canada) and a distinguished visiting professor at POSTECH (South Korea). He served as a distinguished speaker of the IEEE Communications Society and the IEEE Computer Society. He is the founding chair of the IEEE Communications Society Technical Committee on Autonomic Communications, and the founding Editor in Chief of the IEEE Transactions on Network and Service Management (2007-2010). He is currently on the advisory editorial board of the Journal of Network and Systems Management, and on the editorial board of the IEEE Transactions on Mobile Computing, the IEEE Communication Surveys and Tutorials, the KICS/IEEE Journal of Communications and Networks, the International Journal on Network Management (ACM/Wiley), the Wireless Communications and Mobile Computing (Wiley) and the Journal on Internet Services and Applications (Springer). His research interests include resource and service management in networked systems. He has published extensively in these areas and received several journal and conference best paper awards such as the IEEE 2008 Fred W. Ellersick Prize Paper Award, the 2001 KICS/IEEE Journal on Communications and Networks Best Paper Award, the IM 2007 and 2009 and the CNSM 2010 Best Paper Awards among others. He also received several recognitions such as the Premier’s Research Excellence Award, Nortel research excellence Awards, a fellowship of the Faculty of Mathematics, David R. Cheriton faculty fellowships, outstanding performance awards at Waterloo and the NSERC discovery accelerator award. He has also received the IEEE Communications Society Hal Sobol Award and the IFIP Silver Core in 2007, the IEEE Communications Society Joe LociCero award and the IFIP/IEEE Dan Stokesbury award in 2009, and the IFIP/IEEE Salah Aidarous award in 2012. He is a Fellow of the IEEE and the EIC.