Advances, Systems and Applications
Table 1 Test results based on SmartBugs Wild dataset
From: HGAT: smart contract vulnerability detection method based on hierarchical graph attention network
Vulnerability Type | ACC/% | PRE/% | TPR/% | F1 Score |
|---|---|---|---|---|
Reentrancy | 85.64 | 76.96 | 88.12 | 82.47 |
Timestamp | 86.62 | 82.69 | 89.62 | 88.31 |
Integer Overflow | 88.26 | 83.12 | 87.14 | 83.08 |
Integer Underflow | 88.44 | 83.64 | 87.17 | 83.15 |