Uncertain inference control in privacy protection
International Journal of Information Security, 2009•Springer
Context management is the key enabler for emerging context-aware applications, and it
includes context acquisition, understanding and exchanging. Context exchanging should be
made privacy-conscious. We can specify privacy preferences to limit the disclosure of
sensitive contexts, but the sensitive contexts could still be derived from those insensitive. To
date, there have been very few inference control mechanisms for context management,
especially when the environments are uncertain. In this paper, we present an inference …
includes context acquisition, understanding and exchanging. Context exchanging should be
made privacy-conscious. We can specify privacy preferences to limit the disclosure of
sensitive contexts, but the sensitive contexts could still be derived from those insensitive. To
date, there have been very few inference control mechanisms for context management,
especially when the environments are uncertain. In this paper, we present an inference …
Abstract
Context management is the key enabler for emerging context-aware applications, and it includes context acquisition, understanding and exchanging. Context exchanging should be made privacy-conscious. We can specify privacy preferences to limit the disclosure of sensitive contexts, but the sensitive contexts could still be derived from those insensitive. To date, there have been very few inference control mechanisms for context management, especially when the environments are uncertain. In this paper, we present an inference control method for private context protection in uncertain environments.
Springer
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