mlsanityData to 7 Oct 2026

Combatting deepfakes: Policies to address national security threats and rights violations

arXiv 2402.09581 ↗First posted 14 Feb 2024cs.CR cs.AI cs.CYcited by 1

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Abstract (arXiv)

This paper provides policy recommendations to address threats from deepfakes. First, we provide background information about deepfakes and review the harms they pose. We describe how deepfakes are currently used to proliferate sexual abuse material, commit fraud, manipulate voter behavior, and pose threats to national security. Second, we review previous legislative proposals designed to address deepfakes. Third, we present a comprehensive policy proposal that focuses on addressing multiple parts of the deepfake supply chain. The deepfake supply chain begins with a small number of model developers, model providers, and compute providers, and it expands to include billions of potential deepfake creators. We describe this supply chain in greater detail and describe how entities at each step of the supply chain ought to take reasonable measures to prevent the creation and proliferation of deepfakes. Finally, we address potential counterpoints of our proposal. Overall, deepfakes will present increasingly severe threats to global security and individual liberties. To address these threats, we call on policymakers to enact legislation that addresses multiple parts of the deepfake supply chain.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 5 of its 17 references that are in the map. First posted on arXiv 14 Feb 2024.

Builds on

5 of 17 references.

References · 5

  1. 2023Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Modelscited by 77
  2. 2023Robustness of AI-Image Detectors: Fundamental Limits and Practical Attackscited by 75
  3. 2023Oversight for Frontier AI through a Know-Your-Customer Scheme for Compute Providerscited by 12
  4. 2023An international treaty to implement a global compute cap for advanced artificial intelligencecited by 4
  5. 2023Taking control: Policies to address extinction risks from advanced AIcited by 3

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Citing papers per year: 2024: 1.

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