NDLI: A Generic Anonymization Framework for Network Traffic

Content Provider	IEEE Xplore Digital Library
Author	Koukis, D. Antonatos, S. Antoniades, D. Markatos, E.P. Trimintzios, P.
Copyright Year	2006
Description	Author affiliation: Institute of Computer Science (ICS), Foundation for Research & Technology ¿ Hellas (FORTH), P.O. Box 1385, Heraklion Crete, GR-71110, GREECE. danton@ics.forth.gr (Antoniades, D.) \|\| Institute of Computer Science (ICS), Foundation for Research & Technology ¿ Hellas (FORTH), P.O. Box 1385, Heraklion Crete, GR-71110, GREECE. markatos@ics.forth.gr (Markatos, E.P.) \|\| Institute of Computer Science (ICS), Foundation for Research & Technology ¿ Hellas (FORTH), P.O. Box 1385, Heraklion Crete, GR-71110, GREECE. antonat@ics.forth.gr (Antonatos, S.) \|\| European Network and Information, Security Agency (ENISA), P.O. Box 1309, Heraklion Crete, GR-71001, GREECE. panagiotis.trimintzios@enisa.eu.int (Trimintzios, P.) \|\| Institute of Computer Science (ICS), Foundation for Research & Technology ¿ Hellas (FORTH), P.O. Box 1385, Heraklion Crete, GR-71110, GREECE. koukis@ics.forth.gr (Koukis, D.)
Abstract	Lack of trust is one of the main reasons for the limited cooperation between different organizations. The privacy of users is of paramount importance to administrators and organizations, which are reluctant to cooperate between each other and exchange network traffic traces. The main reasons behind reluctance to exchange monitored data are the protection of the users' privacy and the fear of information leakage about the internal infrastructure. Anonymization is the technique to overcome this reluctance and enhance the cooperation between different organizations with the smooth exchange of monitored data. Today, several organizations provide network traffic traces that are anonymized by software utilities or ad-hoc solutions that offer limited flexibility. The result of this approach is the creation of unrealistic traces, inappropriate for use in evaluation experiments. Furthermore, the need for fast on-line anonymization has recently emerged as cooperative defense mechanisms have to share network traffic. Our effort focuses on the design and implementation of a generic and flexible anonymization framework that provides extended functionality, covering multiple aspects of anonymization needs and allowing fine-tuning of privacy protection level. The proposed framework is composed by an anonymization application programming interface (AAPI). The performance results show that AAPI outperforms existing tools, while offering significantly more anonymization primitives.
Starting Page	2302
Ending Page	2309
File Size	126948
Page Count	8
File Format	PDF
ISBN	1424403553
ISSN	81649547
DOI	10.1109/ICC.2006.255113
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-06-11
Publisher Place	Turkey
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Telecommunication traffic Monitoring Protection Information security Power system security Computer science Data privacy Intrusion detection Web pages Credit cards
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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