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ml-in-blockchain

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AmirhosseinHonardoust / How-AI-Detects-Rugpulls

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A deep technical article exploring how AI, feature engineering, and static smart-contract analysis uncover rugpull risks before humans detect them. Covers Solidity pattern mining, mint abuse detection, blacklist/fee manipulation signals, ML-inspired scoring models, and how to quantify ERC-20 token scam probability.

data-science machine-learning static-analysis smart-contracts cybersecurity solidity web3 feature-engineering erc20 security-research ai-security blockchain-security tokenomics decentralized-finance risk-scoring defi-security smart-contract-auditing token-security rugpull-detection ml-in-blockchain
  • Updated Nov 19, 2025

HungTran733 / How-AI-Detects-Rugpulls

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🛡️ Leverage AI to uncover hidden risks in ERC-20 tokens, detecting rugpulls before they harm investors. Analyze Solidity code for real-time threat assessment.

data-science machine-learning static-analysis smart-contracts cybersecurity solidity web3 feature-engineering security-research ai-security tokenomics decentralized-finance risk-scoring defi-security smart-contract-auditing token-security rugpull-detection ml-in-blockchain
  • Updated Dec 21, 2025

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