Detecting NFT Wash Trading with Temporal Graph Networks: A Comparison of Class Imbalance Handling Strategies
The risk of market manipulation, especially wash trading—where colluding parties repeatedly trade the same asset to create false trading volume and misleading market signals—has increased due to the Non-Fungible Token (NFT) marketplaces’ rapid growth. The temporal nature of blockchain transactions and the stark class d...