Research Article
CTRF: Ethereum-Based Ponzi Contract Identification
Table 3
The importance of the twenty most significant features.
| | ā | D1-code | D2-code | D1-codeAndTran | D2-codeAndTran |
| | 1 | LT | LT | LT | LT | | 2 | SLOAD | LOG | LOG | maxSend | | 3 | LOG | CALLDATALOAD | AND | totalSend | | 4 | GAS | SLOAD | maxSend | addrGetPro | | 5 | AND | CALL | SLOAD | avgFee | | 6 | CALLDATALOAD | AND | MSTORE | LOG | | 7 | SSTORE | RETURN | totalSend | Gini | | 8 | CALL | STOP | CALLDATALOAD | AND | | 9 | MSTORE | SUB | MUL | SLOAD | | 10 | MUL | GAS | SSTORE | CALL | | 11 | GT | MSTORE | SHA | CALLDATALOAD | | 12 | SHA | MUL | GAS | RETURN | | 13 | DUP | RETURNDATASIZE | SUB | totalGet | | 14 | RETURN | CALLDATASIZE | DUP | GAS | | 15 | SUB | SSTORE | GT | STOP | | 16 | STOP | GT | STOP | SUB | | 17 | TIMESTAMP | CALLVALUE | avgFee | MSTORE | | 18 | ADD | CODECOPY | CODECOPY | SHA | | 19 | MLOAD | MLOAD | CALL | GT | | 20 | OR | EXTCODESIZE | ISZERO | MUL |
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