深度造假技术对社交媒体的影响:检测、错误信息和社会影响

Samer Hussain AL-KHAZRAJI, Hassan Hadi SALEH, Adil Ibrahim KHALID, Israa Adnan MISHKHAL
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引用次数: 0

摘要

深度造假技术允许操纵和制造音频、视频和图像,因其具有欺骗和操纵的潜力而受到广泛关注。随着深度造假在社交媒体平台上的激增,了解它们的影响变得至关重要。本研究调查了社交媒体上深度造假技术的检测、错误信息和社会影响。通过全面的文献综述,本研究考察了深度伪造的发展和能力、现有的检测技术以及识别它们所面临的挑战。探讨了深度造假在传播错误信息和虚假信息中的作用,强调了它们对公众信任和社会凝聚力的潜在影响。研究了深度造假的社会影响和伦理考虑,以及法律和政策应对措施。讨论了缓解策略,包括技术进步和平台政策。通过揭示这些关键方面,本研究旨在有助于更好地理解深度伪造技术对社交媒体的影响,并为未来在检测、预防和政策制定方面的努力提供信息。
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Impact of Deepfake Technology on Social Media: Detection, Misinformation and Societal Implications
Deepfake technology, which allows the manipulation and fabrication of audio, video, and images, has gained significant attention due to its potential to deceive and manipulate. As deepfakes proliferate on social media platforms, understanding their impact becomes crucial. This research investigates the detection, misinformation, and societal implications of deepfake technology on social media. Through a comprehensive literature review, the study examines the development and capabilities of deepfakes, existing detection techniques, and challenges in identifying them. The role of deepfakes in spreading misinformation and disinformation is explored, highlighting their potential consequences on public trust and social cohesion. The societal implications and ethical considerations surrounding deepfakes are examined, along with legal and policy responses. Mitigation strategies, including technological advancements and platform policies, are discussed. By shedding light on these critical aspects, this research aims to contribute to a better understanding of the impact of deepfake technology on social media and to inform future efforts in detection, prevention, and policy development.
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