多方面から偽情報に取り組む革新的なアプローチを開発(NUS researchers develop innovative approaches to tackle false information on multiple fronts)

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2024-09-02 シンガポール国立大学(NUS)

多方面から偽情報に取り組む革新的なアプローチを開発(NUS researchers develop innovative approaches to tackle false information on multiple fronts)The team led by iGyro principal investigator Prof Simon Chesterman mapped out the distribution of laws against misinformation and its relationship between political freedom of countries around the world, based on information as of 2023.

シンガポール国立大学(NUS)のiGyroチームは、偽情報の拡散に対抗するための5年間の研究プログラムを進行中です。彼らは、デジタル情報パイプラインの脆弱性を特定し、デジタルレジリエンスを強化する戦略を開発しています。主要ツールとして、画像とキャプションの一致を検証する「SNIFFER」と、質問に基づいた事実確認を行う「QACheck」があり、これらは偽情報の検出と説明を改善します。さらに、法律の世界的な動向を調査し、偽情報対策に役立てています。

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誤報、偽情報、生成AI:認識と政策への示唆 Misinformation, Disinformation, and Generative AI: Implications for Perception and Policy

Kokil Jaidka, Tsuhan Chen, Simon Chesterman, Wynne Hsu, Min-Yen Kan, Mohan Kankanhalli, + 7
Digital Government: Research and Practice  Published:23 August 2024
DOI:https://doi.org/10.1145/3689372

Abstract

The emergence of generative artificial intelligence (GenAI) has exacerbated the challenges of Misinformation, Disinformation, and Mal-information (MDM) within digital ecosystems. These multifaceted challenges demand a re-evaluation of the digital information lifecycle and a deep understanding of its social impact. An interdisciplinary strategy integrating insights from technology, social sciences, and policy analysis is crucial to address these issues effectively. This paper introduces a three-tiered framework to scrutinize the lifecycle of GenAI-driven content from creation to consumption, emphasizing the consumer perspective. We examine the dynamics of consumer behavior that drive interactions with MDM, pinpoints vulnerabilities in the information dissemination process, and advocates for adaptive, evidence-based policies. Our interdisciplinary methodology aims to bolster information integrity and fortify public trust, equipping digital societies to manage the complexities of GenAI and proactively address the evolving challenges of digital misinformation. We conclude by discussing how GenAI can be leveraged to combat MDM, thereby creating a reflective cycle of technological advancement and mitigation.

1600情報工学一般
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