Paper: When GPT Meets Program Analysis: Towards Intelligent Detection of Smart Contract Logic Vulnerabilities in GPTScan https://arxiv.org/abs/2308.03314
See the result of another DefiHacks dataset at https://github.com/MetaTrustLabs/GPTScan-DefiHacks .
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_10-LogicBug-Visorfinance%20(1OK-ANC)_202308061524.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_100-LogicBug-Prepo%20(1OK-FD)_202308061450.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_102-2022-03-volt%20(StaticFail)_202308061452.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_103-2022-03-lifinance%20(0OK)_202308061456.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_104-2022-03-joyn%20(0OK)_202308061511.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_105-2022-03-paladin%20(1Positive-WOI)_202308061514.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_106-2022-04-backed%20(0OK)_202308061514.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_107-2022-04-jpegd%20(1New-FD)%20(1OK-FLP)_202308061517.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_109-2022-04-axelar%20(0OK)_202308061518.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_112-2022-04-backd%20(StaticFail)%20(1OK-WOC)%20(1Positive-FLP)_202308061532.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_113-2022-04-abranft%20(1Positive-UT)_202308061535.pdf
114-2022-04-pooltogether-uploaded
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_114-2022-04-pooltogether-uploaded%20(1Negative-FD)_202308061536.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_115-2022-04-mimo%20(StaticFail)%20(1Positive-FLP)_202308061538.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_12-2021-05-yield%20(1OK-FLP)%20(1Positive-FD)_202308061541.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_122-2022-05-cally%20(0OK)_202308061542.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_123-2022-05-aura%20(1Positive-FD)%20(1Positive-WOI)_202308061544.pdf
124-2022-06-notional-coop
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_124-2022-06-notional-coop%20(1New-FLP)%20(1Positive-SP)_202308071537.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_13-2021-06-realitycards%20(1OK-FR)_202308071550.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_131-2022-05-backd%20(1OK-FLP)%20(1Negative-SP)_202308071545.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_143-2022-07-juicebox%20(1Negative-FR)%20(1OK-UT)%20(1OK-FLP)_202308071553.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_145-2022-07-ens%20(1OK-ANC)_202308071557.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_16-2021-06-tracer%20(0OK)_202308071558.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_18-2021-07-wildcredit%20(1OK-WOI)_202308071559.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_190-2022-12-prepo-core%20(0OK)_202308071605.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_191-2022-12-forgeries%20(0OK)_202308071607.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_192-2022-12-tigris%20(1Positive-WOI)_202308071609.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_193-2022-12-caviar%20(1Negative-FD)%20(1Positive-FLP)%20(1Negative-SP)%20(StaticFail)_202308071613.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_21-2021-07-sherlock%20(1Positive-FD)_202308071618.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_22-LogicBug-Floatcapital%20(1OK-UT)_202308071622.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_23-2021-08-notional%20(1Positive-SP)%20(1Negative-FLP)_202308071627.pdf
24-2021-07-pooltogether-mstable
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_24-2021-07-pooltogether-mstable%20(0OK)_202308071630.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_25-2021-08-yield%20(1New-FR)%20(1OK-FLP)%20(1Positive-FD)_202308071633.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_26-2021-08-realitycards%20(0OK)_202308071634.pdf
27-2021-08-gravitybridge-solidity
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_27-2021-08-gravitybridge-solidity%20(0OK)_202308071635.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_28-2021-09-sushimiso%20(1OK-FLP)%20(1Positive-FD)%20(StaticFail)_202308071637.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_30-2021-09-yaxis%20(0OK)_202308071639.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_31-2021-09-bvecvx%20(StaticFail)%20(0OK)_202308071640.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_34-2021-10-pooltogether%20(0OK)_202308071640.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_36-2021-09-defiProtocol%20(0OK)_202308071641.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_37-2021-10-tempus%20(1OK-FLP)%20(1Positive-WOI)_202308071646.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_39-2021-09-swivel%20(1OK-UT)%20(1Positive-FLP)_202308071651.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_41-2021-10-defiProtocol%20(0OK)_202308071652.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_43-LogicBug-Covalent%20(1OK-WOI)%20(1Positive-FLP)_202308071700.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_44-2021-10-tally%20(0OK)_202308071700.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_45-LogicBug-Union%20(1OK-WOI)%20(1Positive-FLP)_202308081345.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_47-2021-10-badgerdao%20(0OK)_202308071850.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_49-2021-11-overlay%20(StaticFail)%20(0OK)_202308071853.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_5-LogicBug-Vader%20(StaticFail)%20(1OK-SP)_202308071906.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_52-LogicBug-Vader2%20(StaticFail)%20(3OK-SP)_202308071855.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_53-2021-11-nested%20(0OK)_202308071856.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_54-2021-11-unlock%20(1OK-UT)_202308071859.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_56-2021-11-yaxis%20(1New-FD)_202308071900.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_57-2021-11-badgerzaps%20(1New-FLP)_202308071901.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_59-2021-11-malt%20(1OK-FLB)%20(1Positive-FLP)_202308071902.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_6-2021-04-meebits%20(1Positive-UT)_202308071911.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_61-2021-12-sublime%20(1New-FD)%20(1Positive-FLP)_202308071909.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_64-2021-12-pooltogether%20(0OK)_202308071912.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_67-2022-01-sandclock%20(1OK-FLP)%20(1Positive-WOI)_202308071913.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_68-2021-12-amun%20(0OK)_202308071914.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_69-2021-12-nftx%20(1OK-ANC)%20(1OK-FLB)_202308071918.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_70-2021-12-vader%20(3New-FD)%20(XOK-SP)%20(OK-FLP)%20(1Positive-UT)%20(1Negative-FR)_202308071920.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_71-2022-01-insure%20(1OK-FD)%20(1Positive-FLP)_202308071922.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_75-2022-01-xdefi%20(0OK)_202308071922.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_76-2022-01-sherlock%20(1Positive-FLP)_202308071923.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_77-2022-01-elasticswap%20(1Negative-FD)%20(1Positive-FLP)_202308071924.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_78-2022-01-behodler%20(1OK-FLP)%20(1Positive-ANC)_202308071927.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_79-2022-01-trader-joe%20(1OK-FLP)_202308071929.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_81-2022-01-notional%20(1OK-FLP)%20(1Positive-UT)%20(StaticFail)_202308071930.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_83-2022-02-concur%20(0OK)_202308071931.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_89-2022-02-hubble%20(1New-FD)%20(1Positive-FLP)%20(1OK-SP)_202308071932.pdf
https://github.com/MetaTrustLabs/GPTScan-Web3Bugs/blob/dev/reports/MetaScan_AI_Analyzer_Report_94-2022-02-foundation%20(0OK)_202308071933.pdf