将信息贫困理论延伸至深度伪造技术

Walter Matli
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引用次数: 0

摘要

深度伪造技术的出现给信息技术领域带来了复杂的挑战,既带来了好处,也带来了新的风险和伦理问题。本文从信息贫困理论的角度深入探讨了深度伪造技术的演变过程,仔细研究了深度伪造技术是如何加剧信息获取/使用不平等的。研究的重点是错误信息的风险和随之而来的数字鸿沟的扩大,尤其是当操纵性媒体可能欺骗无法获得合法信息来源的个人时。研究概述了信息不对称的潜在恶化,并探讨了对不同人口群体的社会影响。通过对深度伪造相关风险的分析讨论,该研究将观察到的趋势与信息贫困的理论基础结合起来。作为其贡献的一部分,本文提出了可行的决策建议和教育策略,以打击有害的深度假冒内容的扩散。文章旨在确保更公平地分配真实信息,培养媒体素养。本研究通过多层面的方法,努力为利益相关者提供一个基础性的认识,以便他们在深度伪造内容带来的道德雷区中游刃有余,并为数字时代的信息公平灌输一个框架。文章对 "深度伪造 "技术及其与信息贫困的关系进行了深入探讨,强调了公平获取知情数字空间的迫切需要。随着 "深度伪造 "技术的发展和更多数据的出现,社会需要全面了解 "深度伪造 "技术,以提高辨别力、决策力和认知力。政策制定者的任务是认识到扩大尖端信息技术使用范围的重要性,同时解决其负面影响。他们的努力对于向那些信息与传播意识和基础设施有限或不存在的人传播有关深度伪造的知识尤为重要。从过去的成功和失败中吸取经验教训,对于制定有效的战略来应对深度伪造带来的挑战,以及培养无障碍、知情的数字社区至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extending the theory of information poverty to deepfake technology
The advent of deepfake technology has introduced complex challenges to the information technology landscape, simultaneously presenting benefits and novel risks and ethical considerations. This paper delves into the evolution of deepfakes through the prism of information poverty theory, scrutinising how deepfakes may contribute to a growing information access/use inequality. The research focuses on the risks of misinformation and the ensuing expansion of digital divides, particularly when manipulative media could delude individuals lacking access to legitimate information sources. The study outlines the potential exacerbation of information asymmetries and examines the societal implications across various demographics. By integrating an analytical discussion on the risks associated with deepfakes, the study aligns the observed trends with the theoretical underpinnings of information poverty. As part of its contribution, the paper offers actionable policy-making recommendations and educational strategies to combat the proliferation of harmful deepfake content. The article aims to ensure a more equitable distribution of authentic information and foster media literacy. Through a multifaceted approach, this study endeavours to provide a foundational understanding for stakeholders to navigate the ethical minefield posed by deepfakes and to instil a framework for information equity in the digital era. The article provides critical insights into the discourse on deepfake technology and its relation to information poverty, underscoring the urgent need for equitable access to informed digital spaces. As deepfake technology evolves and more data emerges, a societal demand exists for comprehensive knowledge about deepfakes to promote discernment, decision-making and awareness. Policymakers are tasked with recognising the significance of widening access to sophisticated information technologies whilst addressing their negative repercussions. Their efforts will be particularly crucial for disseminating knowledge about deepfakes to those with limited or non-existent information and communication awareness and infrastructures. Learning from past successes and failures becomes pivotal in shaping effective strategies to address the challenges posed by deepfakes and fostering accessible, informed digital communities.
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