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.
Systemic risk in defi: A network-based fragility analysis of tvl dynamics
3 Pith papers cite this work. Polarity classification is still indexing.
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DeFi vault risk is decomposed into three levels with six on-chain mechanical features generating new loss channels, yielding five aggregated credit risk metrics and an on-chain estimation architecture.
Yearn USDC vault delivered 5.41% annual yield on 15.7M USD while Cian stETH vault delivered 4.22% on 54M USD with higher leverage risk; analysis extends DSR model to expose structural dependencies.
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Vault as a credit instrument
DeFi vault risk is decomposed into three levels with six on-chain mechanical features generating new loss channels, yielding five aggregated credit risk metrics and an on-chain estimation architecture.