Preliminary Analysis of Privacy Implications Observed in Social-Media Posts Across Shopping Platforms

Preliminary Analysis of Privacy Implications Observed in Social-Media Posts Across Shopping Platforms
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对跨购物平台社交媒体帖子中观察到的隐私影响的初步分析

DOI:
10.1145/3538969.3544457
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发表时间:
2022
期刊:
Preliminary Analysis of Privacy Implications Observed in Social-Media Posts Across Shopping Platforms
影响因子:
--
通讯作者:
Heslen, John
Heslen, John
中科院分区:
--
文献类型:
--
作者:
Sumner, Bethany;Dorai, Gokila;Heslen, John

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散列标签的广泛活动,特别是在Z世代人群中,以及社交电商对普通消费者的影响,引发了关于隐私影响和匿名网络跟踪危险的问题。在这项工作中,我们通过跟踪在线购物平台的产品列表、消费者评论、社交商务政策和影响者帖子,研究了在基于哈希标签的社交媒体帖子(普通用户和影响者)中观察到的隐私影响。我们进行了初步分析,认为网络跟踪是匿名跟踪者可能用来对社交媒体用户产生负面影响的途径之一。此外,我们还从隐私威胁模型、对实用数据分析工具的需求以及各层缺乏缓解策略等方面对哈希标记活动背后的线索进行了概念化。主要是,本文揭示了需要更强大的用户隐私政策和社会经济隐私方面的影响。本文件还表明,需要扩大数字调查和DFIR工具的范围,而不仅仅是个人(包括受害者,嫌疑人,肇事者和网络罪犯)的设备,并彻底准备法医专业人员考虑个人的在线存在,包括匿名网络跟踪渠道,并提高对滥用社交网络的认识。
The widespread activity of hash-tagging, especially among the Gen-Z population, and the impact of social commerce on average consumers raise questions about privacy implications and dangers of anonymous cyberstalking. In this work, we examined the privacy implications observed in hash-tag-based social-media posts (of average users and influencers) by following the trails of online shopping platform(s) product listings, consumer reviews, social-commerce policies, and influencer posts. We have conducted a preliminary analysis considering cyberstalking as one of the avenues that an anonymous stalker may use to impact the social-media user negatively. Further, we have conceptualized the trails behind hash-tagging activities in terms of a privacy threat model, the need for practical data analysis tools, and the lack of mitigation strategies at various layers. Mainly, this paper throws light on the need for more robust user privacy policies and the impact on socio-economic-privacy aspects. This paper also demonstrates the need for expanding the scope of digital investigations and DFIR tools beyond just the devices of individuals (including victims, suspects, perpetrators, and cyber-criminals) and to thoroughly prepare the forensic professionals to consider the online presence of individuals in its entirety including anonymous cyberstalking avenues and to raise awareness about the abuse of social networks.
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