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Design and Implementation of a Distributed Platform for Sharing IP Flow Records


Morariu, C; Racz, P; Stiller, B (2009). Design and Implementation of a Distributed Platform for Sharing IP Flow Records. In: 20th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM 2009), Venice, Italy, 27 October 2009 - 28 October 2009, 1-14.

Abstract

Experiments using real traffic traces are of key importance in many network management research fields, such as traffic characterization, intrusion detection, and accounting. Access to such traces is often restricted due to privacy issues; research institutions typically have to sign non-disclosure agreements before accessing such traces from a network operator. Having such restrictions, researchers rarely have more than one source of traffic traces on which to run and validate their experiments.
Therefore, this paper develops a Distributed Platform for Sharing IP Flows (DipSIF) based on NetFlow records between multiple institutions. It is assumed that NetFlow traces collected by each participant are archived on separate storage hosts within their premises and then made available to others using a server that acts as a gateway to the storage. Due to privacy reasons the platform presented here uses a prefix-preserving, cryptography-based, and consistent anonymization algorithm in order to comply to different regulations determining the exchange of traffic traces data.

Abstract

Experiments using real traffic traces are of key importance in many network management research fields, such as traffic characterization, intrusion detection, and accounting. Access to such traces is often restricted due to privacy issues; research institutions typically have to sign non-disclosure agreements before accessing such traces from a network operator. Having such restrictions, researchers rarely have more than one source of traffic traces on which to run and validate their experiments.
Therefore, this paper develops a Distributed Platform for Sharing IP Flows (DipSIF) based on NetFlow records between multiple institutions. It is assumed that NetFlow traces collected by each participant are archived on separate storage hosts within their premises and then made available to others using a server that acts as a gateway to the storage. Due to privacy reasons the platform presented here uses a prefix-preserving, cryptography-based, and consistent anonymization algorithm in order to comply to different regulations determining the exchange of traffic traces data.

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Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:03 Faculty of Economics > Department of Informatics
Dewey Decimal Classification:000 Computer science, knowledge & systems
Language:English
Event End Date:28 October 2009
Deposited On:09 Dec 2009 17:34
Last Modified:11 Aug 2017 06:28
Publisher:Springer Verlag
Series Name:Lecture Notes in Computer Science
Number:5841
ISSN:0302-9743
ISBN:978-3-642-04988-0
Additional Information:The original publication is available at www.springerlink.com
Publisher DOI:https://doi.org/10.1007/978-3-642-04989-7_1
Related URLs:http://opac.nebis.ch/F/?local_base=NEBIS&con_lng=GER&func=find-b&find_code=SYS&request=005926304

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