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| # DeFi Lending Platform Evaluation | ||
| # DeFi Lending Evaluation | ||
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| [toc] | ||
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| ## Evaluated Platforms | ||
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| Aave (currently in V2), Compound, TrueFi (currently in V4), Cream Finance, Alchemix, dydx. | ||
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| ## Data Preparation | ||
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| ### Smart Contract | ||
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| 1. Launched time | ||
| The launched time is the time when a certain protocol started running in mainnet. | ||
| - TrueFi: https://docs.truefi.io/faq/pool#lending-pools-smart-contracts | ||
| - dydx: https://github.com/dydxprotocol/solo | ||
| 2. Number of vulneratbilities | ||
| 3. Bug Bounty | ||
| - Aave: https://aave.com/bug-bounty/ | ||
| - MakerDAO: https://security.makerdao.com/ | ||
| - Compound: https://compound.finance/docs/security | ||
| - Liquity: https://docs.liquity.org/documentation/bug-bounty | ||
| - Synthetix: https://blog.synthetix.io/synthetix-bug-bounties/ | ||
| - TrueFi: https://github.com/trusttoken/bug-bounty | ||
| 4. Audit status | ||
| - Aave: https://docs.aave.com/developers/security-and-audits | ||
| - MarkerDAO: https://security.makerdao.com/audit-reports | ||
| - Compound: https://compound.finance/docs/security | ||
| - Liquity: https://github.com/trailofbits/publications/blob/master/reviews/Liquity.pdf | ||
| - Synthetix: https://github.com/sigp/public-audits | ||
| - TrueFi: https://blog.trusttoken.com/mitigating-risk-truefis-loan-default-process-454359a8c4b | ||
| 5. Recent update | ||
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| ### Finance | ||
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| 1. Token values | ||
| 2. ESG factor | ||
| - Aave: https://governance.aave.com/c/governance/4 | ||
| - Compound: https://www.comp.xyz/ | ||
| - TrueFi: https://forum.truefi.io/ | ||
| - Cream Finance: https://forum.cream.finance/ | ||
| - Alchemix: https://forum.alchemix.fi/public/ | ||
| - dydx: https://forums.dydx.community/ | ||
| 3. Lending amount | ||
| 4. Borrowing amount | ||
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| ### Intermediary | ||
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| 1. Admin key | ||
| 2. Blockchain oracle | ||
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| ## Future Works | ||
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| - [ ] Automatically check the audit status. | ||
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| ## References | ||
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| 1. https://arxiv.org/pdf/2106.06389.pdf | ||
| 2. https://github.com/aave/protocol-v2/blob/master/aave-v2-whitepaper.pdf | ||
| 3. https://www.tandfonline.com/doi/abs/10.2469/faj.v74.n3.2 | ||
| 4. https://blogs.lse.ac.uk/businessreview/2021/02/05/can-investors-embrace-both-cryptocurrencies-and-esg/ | ||
| 5. https://dyor-crypto.fandom.com/wiki/Alchemix_(ALCX)#Governance | ||
| 6. [Predicting Issue Types on GitHub](https://arxiv.org/pdf/2107.09936.pdf) | ||
| 7. [DeepJIT: An End-To-End Deep Learning Framework for Just-In-Time Defect Prediction](https://posl.ait.kyushu-u.ac.jp/~kamei/publications/Thong_MSR2019.pdf) | ||
| 8. Are Fix-Inducing Changes a Moving Target? A Longitudinal Case Study of Just-In-Time Defect Prediction | ||
| ## Train by Yourself |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,65 @@ | ||
| # DeFi Lending Platform Evaluation | ||
|
|
||
| [toc] | ||
|
|
||
| ## Evaluated Platforms | ||
|
|
||
| Aave (currently in V2), Compound, TrueFi (currently in V4), Cream Finance, Alchemix, dydx. | ||
|
|
||
| ## Data Preparation | ||
|
|
||
| ### Smart Contract | ||
|
|
||
| 1. Launched time | ||
| The launched time is the time when a certain protocol started running in mainnet. | ||
| - TrueFi: https://docs.truefi.io/faq/pool#lending-pools-smart-contracts | ||
| - dydx: https://github.com/dydxprotocol/solo | ||
| 2. Number of vulneratbilities | ||
| 3. Bug Bounty | ||
| - Aave: https://aave.com/bug-bounty/ | ||
| - MakerDAO: https://security.makerdao.com/ | ||
| - Compound: https://compound.finance/docs/security | ||
| - Liquity: https://docs.liquity.org/documentation/bug-bounty | ||
| - Synthetix: https://blog.synthetix.io/synthetix-bug-bounties/ | ||
| - TrueFi: https://github.com/trusttoken/bug-bounty | ||
| 4. Audit status | ||
| - Aave: https://docs.aave.com/developers/security-and-audits | ||
| - MarkerDAO: https://security.makerdao.com/audit-reports | ||
| - Compound: https://compound.finance/docs/security | ||
| - Liquity: https://github.com/trailofbits/publications/blob/master/reviews/Liquity.pdf | ||
| - Synthetix: https://github.com/sigp/public-audits | ||
| - TrueFi: https://blog.trusttoken.com/mitigating-risk-truefis-loan-default-process-454359a8c4b | ||
| 5. Recent update | ||
|
|
||
| ### Finance | ||
|
|
||
| 1. Token values | ||
| 2. ESG factor | ||
| - Aave: https://governance.aave.com/c/governance/4 | ||
| - Compound: https://www.comp.xyz/ | ||
| - TrueFi: https://forum.truefi.io/ | ||
| - Cream Finance: https://forum.cream.finance/ | ||
| - Alchemix: https://forum.alchemix.fi/public/ | ||
| - dydx: https://forums.dydx.community/ | ||
| 3. Lending amount | ||
| 4. Borrowing amount | ||
|
|
||
| ### Intermediary | ||
|
|
||
| 1. Admin key | ||
| 2. Blockchain oracle | ||
|
|
||
| ## Future Works | ||
|
|
||
| - [ ] Automatically check the audit status. | ||
|
|
||
| ## References for Modelling | ||
|
|
||
| 1. https://arxiv.org/pdf/2106.06389.pdf | ||
| 2. https://github.com/aave/protocol-v2/blob/master/aave-v2-whitepaper.pdf | ||
| 3. https://www.tandfonline.com/doi/abs/10.2469/faj.v74.n3.2 | ||
| 4. https://blogs.lse.ac.uk/businessreview/2021/02/05/can-investors-embrace-both-cryptocurrencies-and-esg/ | ||
| 5. https://dyor-crypto.fandom.com/wiki/Alchemix_(ALCX)#Governance | ||
| 6. [Predicting Issue Types on GitHub](https://arxiv.org/pdf/2107.09936.pdf) | ||
| 7. [DeepJIT: An End-To-End Deep Learning Framework for Just-In-Time Defect Prediction](https://posl.ait.kyushu-u.ac.jp/~kamei/publications/Thong_MSR2019.pdf) | ||
| 8. Are Fix-Inducing Changes a Moving Target? A Longitudinal Case Study of Just-In-Time Defect Prediction |