@inproceedings{
lin2024semnft,
title={Sem{NFT}: A Semantically Enhanced Decentralized Middleware for Digital Asset Immortality},
author={Lehao Lin and Hong KANG and Xinyao Sun and Wei Cai},
booktitle={ACM Multimedia 2024},
year={2024},
url={https://openreview.net/forum?id=HtdBUEbl4X}
}
Non-Fungible Tokens (NFTs) have emerged as a pivotal digital asset, offering authenticated ownership of unique digital content. Despite it has gained remarkable traction, yet face pressing storage and verification challenges stemming from blockchain's permanent data costs. Existing off-chain or centralized storage solutions, while being alternatives, also introduce notable security vulnerabilities. We present SemNFT, an innovative decentralized framework integrated with blockchain oracle middleware services, addressing these persistent NFT dilemmas. Our approach compresses NFT source data into compact embeddings encapsulating semantic essence. These arrays are stored on-chain, while facilitating reliable decentralized image reconstruction and ownership verification. We implemented ERC721-compliant smart contracts with supplementary functionalities, demonstrating SemNFT’s seamless integrative capabilities within the ecosystem. Extensive evaluations evidence marked storage optimizations and preservation of requisite visual fidelity by comparison with existing solutions. The proposed SemNFT framework marks a significant advancement in holistically confronting rising NFT storage and verification challenges without compromising decentralization. It substantively propels the meaningful evolution of NFT infrastructure to achieve digital asset immortality.
SemNFT: A Semantically Enhanced Decentralized Middleware for Digital Asset Immortality
Lehao Lin Hong KANG Xinyao Sun Wei Cai