Social media have been growing rapidly and become essential elements of many people’s lives. Meanwhile, social media have also come to be a popular source for identity deception. Many social media identity deception cases have arisen over the past few years. Recent studies have been conducted to prevent and detect identity deception. This survey analyzes various identity deception attacks, which can be categorized into fake profile, identity theft, and identity cloning. This survey provides a detailed review of social media identity deception detection techniques. It also identifies primary research challenges and issues in the existing detection techniques. This article is expected to benefit both researchers and social media providers.

中文翻译：

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社交媒体身份欺骗检测

社交媒体发展迅速，已成为许多人生活中必不可少的元素。与此同时，社交媒体也成为身份欺骗的流行来源。过去几年出现了许多社交媒体身份欺骗案件。最近的研究已经进行以防止和检测身份欺骗。本调查分析了各种身份欺骗攻击，可分为伪造个人资料、身份盗用和身份克隆。本调查详细回顾了社交媒体身份欺骗检测技术。它还确定了现有检测技术中的主要研究挑战和问题。本文有望使研究人员和社交媒体提供商受益。