A nine-dimension risk framework for institutional DeFi adds three new dimensions to prior taxonomies and shows that five of twelve 2024-2026 incidents, including the two most systemic, require at least one of the new dimensions for full explanation.
SoK: Decentralized finance (DeFi) — Fundamentals, taxonomy and risks
2 Pith papers cite this work. Polarity classification is still indexing.
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UNVERDICTED 2representative citing papers
PSR2 framework detects atomicity violations in smart contracts at 94.69% F1-score by fusing structural path analysis and semantic context reasoning, outperforming baselines.
citing papers explorer
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Toward a Risk Assessment Framework for Institutional DeFi: A Nine-Dimension Approach
A nine-dimension risk framework for institutional DeFi adds three new dimensions to prior taxonomies and shows that five of twelve 2024-2026 incidents, including the two most systemic, require at least one of the new dimensions for full explanation.
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PSR2: A Phase-based Semantic Reasoning Framework for Atomicity Violation Detection via Contract Refinement
PSR2 framework detects atomicity violations in smart contracts at 94.69% F1-score by fusing structural path analysis and semantic context reasoning, outperforming baselines.