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AIGC时代虚假信息成因及规避策略研究

Research on the Causes of Misinformation and Mitigation Strategies in the AIGC Era

摘要: [目的/意义]AIGC时代虚假信息对数据安全构成了较大的威胁,探讨AIGC时代虚假信息成因及规避策略对保障数据安全、发挥AIGC的数据价值具有重大意义。[方法/过程]通过运用理论分析、定性分析、多层次分析方法,对AIGC时代虚假信息的生成特征进行剖析,揭示AIGC时代虚假信息的生成危害,进一步构建AIGC时代虚假信息致因模型与规避策略体系并进行解析。[结果/结论]AIGC时代虚假信息成因包含AIGC主体、AIGC技术、AIGC环境三个层面的诸多因素,基于此提出针对不同层面的规避策略,以降低虚假信息的生成危害,提升数据安全与可靠性。

Abstract: [Purpose/Significance] Misinformation in the AIGC era poses significant threats to data security. Exploring the causes of AIGC-era misinformation and developing mitigation strategies is of great importance for safeguarding data security and maximizing the value of AIGC-generated data. [Method/Process] Through theoretical analysis, qualitative analysis, and multi-level analysis, the paper examines the characteristics of misinformation generation in the AIGC era, reveals its associated risks, and further constructs a causal model of AIGC-era misinformation. Additionally, it develops a systematic framework for mitigation strategies and provides an in-depth analysis of its effectiveness. [Result/conclusion] The findings indicate that the causes of misinformation in the AIGC era stem from three levels: AIGC entities, AIGC technology, and the AIGC environment. Based on this, the paper proposes mitigation strategies targeting different levels to reduce the risks associated with misinformation generation and enhance data security and reliability.

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[V1] 2025-04-14 12:39:30 PSSXiv:202504.01615V1 下载全文
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