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2026

Adaptive Detection of Unknown Threats in Smart Contracts via Multimodal Self-Learning

Existing AI-assisted smart contract vulnerability detection methods train detection models with known vulnerability samples. These models predominantly emphasize unilateral feature representations of smart contracts, which impedes their ability to capture vulnerabilities comprehensively and undermines their generalizat...

Li Duan, Wei-Wei Ye, Haoyu Ma et al. · 1 citation

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