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Image Credit: Arxiv

Machine Learning Models Have a Supply Chain Problem

  • Powerful machine learning models are increasingly available online, offering opportunities for users without extensive technical skills or resources.
  • The open ecosystem for ML models poses supply-chain risks, such as potential exploitation by attackers introducing malicious elements or using vulnerable frameworks.
  • Sigstore is proposed as a solution to enhance transparency in open ML models by enabling model publishers to sign their models and verify properties of the datasets they utilize.

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