Decentralized AI Marketplace: A Blockchain-Based Platform for Secure Model Sharing
Abstract
The demand for AI models across industries has led to the development of various platforms for model sharing and monetization. However, these centralized platforms often pose security and trust challenges. This paper proposes a decentralized AI marketplace, built on blockchain technology, where AI models can be securely shared, traded, and utilized without relying on a central authority. The marketplace utilizes smart contracts to enforce fair transactions, ensuring that both model providers and consumers are protected from fraud. Furthermore, blockchain's immutability guarantees the authenticity of shared models, preventing tampering and unauthorized modifications. The proposed marketplace also includes a reputation system that incentivizes quality contributions and penalizes malicious actors. Through extensive simulations, we demonstrate the effectiveness of the decentralized marketplace in promoting trust, security, and transparency in AI model exchange, making it a viable alternative to traditional centralized platforms.
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References
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