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Leveraging machine learning for multichain defi fraud detection
G Palaiokrassas, S Scherrers, I Ofeidis… - … on Blockchain and …, 2024 - ieeexplore.ieee.org
Smart contracts across Blockchains provide an ecosystem of decentralized finance (DeFi),
with a total locked value which had exceeded 160B USD. While DeFi comes with high …
with a total locked value which had exceeded 160B USD. While DeFi comes with high …
Decentralized lending
Borrowing and lending of cash and other assets is an important function in any financial
system. Households require mortgages and personal loans to fund purchases of real estate …
system. Households require mortgages and personal loans to fund purchases of real estate …
Defi lending during the merge
Lending protocols in decentralized finance enable the permissionless exchange of capital
from lenders to borrowers without relying on a trusted third party for clearing or market …
from lenders to borrowers without relying on a trusted third party for clearing or market …
Leveraging federated learning for unsecured loan risk assessment on decentralized finance lending platforms
This study proposes a novel privacy-preserving unsecured loan risk assessment system that
allows decentralized finance (DeFi) lending platforms to offer loans without collateral. This …
allows decentralized finance (DeFi) lending platforms to offer loans without collateral. This …
Machine Learning in DeFi: Credit Risk Assessment and Liquidation Prediction
This paper investigates the application of Machine Learning for credit risk assessment in
Multichain Decentralized Finance (DeFi). With DeFi expanding its scope, the need for …
Multichain Decentralized Finance (DeFi). With DeFi expanding its scope, the need for …
[HTML][HTML] Phase transitions in debt recycling
S Aufiero, P Forer, P Vivo, F Caccioli… - Journal of Economic …, 2025 - Elsevier
Debt recycling is an aggressive equity extraction strategy that potentially permits faster
repayment of a mortgage. While equity progressively builds up as the mortgage is repaid …
repayment of a mortgage. While equity progressively builds up as the mortgage is repaid …
Contagion in decentralized lending protocols: A case study of compound
We study financial contagion in Compound V2, a decentralized lending protocol deployed
on the Ethereum blockchain. We explain how to construct the balance sheets of …
on the Ethereum blockchain. We explain how to construct the balance sheets of …
Monetary policy, digital assets, and defi activity
This paper studies the effects of unexpected changes in US monetary policy on digital asset
returns. We use event study regressions and find that monetary policy surprises negatively …
returns. We use event study regressions and find that monetary policy surprises negatively …
[PDF][PDF] Phase transitions in debt recycling
P Vivo, P Forer, S Aufiero, S Bartolucci… - Journal of Economic …, 2025 - kclpure.kcl.ac.uk
Debt recycling is an aggressive equity extraction strategy that potentially permits faster
repayment of a mortgage. While equity progressively builds up as the mortgage is repaid …
repayment of a mortgage. While equity progressively builds up as the mortgage is repaid …
Computer Science Abstractions to Help Reason About Decentralized Stablecoin Design
Computer science uses abstractions as a tool for reasoning. It is no surprise that computer
science might have something valuable to lend to the world of decentralized stablecoin …
science might have something valuable to lend to the world of decentralized stablecoin …