TRIMS, a privacy-aware trust and reputation model for identity management systems

نویسندگان

  • Félix Gómez Mármol
  • Joao Girão
  • Gregorio Martínez Pérez
چکیده

1389-1286/$ see front matter 2010 Elsevier B.V doi:10.1016/j.comnet.2010.07.020 ⇑ Corresponding author. Tel.: +34 868 88 78 66; fa E-mail addresses: [email protected] (F.G. Márm neclab.eu (J. Girao), [email protected] (G.M. Pérez). URLs: http://ants.dif.um.es/~felixgm (F.G. Mármo org/joao (J. Girao), http://webs.um.es/gregorio (G.M Electronic transactions are becoming more important everyday. Several tasks like buying goods, booking flights or hotel rooms, or paying for streaming a movie, for instance, can be carried out through the Internet. Nevertheless, they are still some drawbacks due to security threats while performing such operations. Trust and reputation management rises as a novel way of solving some of those problems. In this paper we present our work TRIMS (a privacy-aware trust and reputation model for identity management systems), which applies a trust and reputation model to guarantee an acceptable level of security when deciding if a different domain might be considered reliable when receiving certain sensitive user’s attributes. Specifically, we will address the problems which surfaces when a domain needs to decide whether to exchange some information with another possibly unknown domain to effectively provide a service to one of its users. This decision will be determined by the trust deposited in the targeting domain. As far as we know, our proposal is one of the first approaches dealing with trust and reputation management in a multidomain scenario. Finally, the performed experiments have demonstrated the robustness and accuracy of our model in a wide variety of scenarios. 2010 Elsevier B.V. All rights reserved.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Sybil-Free Pseudonyms, Privacy and Trust: Identity Management in the Internet of Services

We propose an identity management system that supports role-based pseudonyms that are bound to a given set of services (service contexts) and support the use of reputation systems. Our proposal offers a solution for the problem of providing privacy protection and reputation mechanisms concurrently. The trust information used to evaluate the reputation of users is dynamic and associated to their...

متن کامل

Privacy and Reputation in Context Aware e-Learning

Contextualization is a paradigm for building intelligent systems that can better predict and anticipate the needs of users, and act more efficiently in response to their behaviour. Privacy and legal protection rights are a major challenge that needs to be tackled when capturing and using contextual data for recommendation. The privacy of learners can be protected through identity management. Pa...

متن کامل

Reputation Management in Privacy-Enhanced E-learning

Both privacy and trust are essential elements of an effective e-learning environment. Privacy provides a personal space to a member of an e-learning community, while trust is a crucial enabler for meaningful and mutually beneficial interactions that build and sustain collaboration (e.g. collaborative learning). Identity management (in the form of various degree of anonymity) is one technology-b...

متن کامل

Partial identities as a foundation for trust and reputation

This paper explores the relationships between the hard security concepts of identity and privacy on the one hand, and the soft security concepts of trust and reputation on the other hand. We specifically focus on two vulnerabilities that current trust and reputation systems have: the change of identity and multiple identities problems. As a result, we provide a privacy-preserving solution to th...

متن کامل

Trustworthy Identification in a Privacy Driven Virtual World

The identity management of any entity in general and users in particular on the Internet is a formidable problem. This article presents an anonymity-privacy model that draws a clear dividing line between private information and identifying information of a given entity. The other contribution of this article is the abstraction of myriad forms of identity management systems (into three models) u...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Computer Networks

دوره 54  شماره 

صفحات  -

تاریخ انتشار 2010