A static analysis of nearly 50,000 Ethereum NFT contracts finds that 22.6% contain multiple rug-pull-related code patterns, though the study does not validate these flags against confirmed scams.
The State of Ethereum Smart Contracts Security: Vulnerabilities, Countermeasures, and Tool Support
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Exposing Hidden Backdoors in NFT Smart Contracts: A Static Security Analysis of Rug Pull Patterns
A static analysis of nearly 50,000 Ethereum NFT contracts finds that 22.6% contain multiple rug-pull-related code patterns, though the study does not validate these flags against confirmed scams.