社交网站中个人信息发布的知情模型
An Informed Model of Personal Information Release in Social Networking Sites
摘要：
在线社交网络的出现和数字通信的日益普及已经导致在互联网上可获得的关于个人的信息量越来越多。社交网络用户可以自由地创建复杂的数字身份，并使用真实甚至虚假的个人信息来丰富他们。然而，这种自由导致了严重的安全和隐私事件，这是由于用户的身份在建立社交和隐私设置中所起的作用。在本文中，我们采取了一个更好地了解在线信息曝光的一步。基于对真实世界数据样本的详细分析，我们开发了一个在线用户欺骗模型。该模型使用博弈论的方法来表征用户的意愿释放，隐瞒或谎言的信息取决于个人的行为在用户的朋友圈。在模型中，我们考虑到用户的异质性和他们的不同态度，以及他们可能在网上暴露的不同类型的信息。
英文摘要：
The emergence of online social networks and the growing popularity of digital communication has resulted in an increasingly amount of information about individuals available on the Internet. Social network users are given the freedom to create complex digital identities, and enrich them with truthful or even fake personal information. However, this freedom has led to serious security and privacy incidents, due to the role users' identities play in establishing social and privacy settings. In this paper, we take a step toward a better understanding of online information exposure. Based on the detailed analysis of a sample of real-world data, we develop a deception model for online users. The model uses a game theoretic approach to characterizing a user's willingness to release, withhold or lie about information depending on the behavior of individuals within the user's circle of friends. In the model, we take into account both the heterogeneous nature of users and their different attitudes, as well as the different types of information they may expose online.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
