Research Article
Improved Malware Detection Model with Apriori Association Rule and Particle Swarm Optimization
Table 2
Percentages of .apks files.
| Android applications (.apk files) | Quantity | Percentage (%) |
| .apks used (Benign & Malicious) | 1500 | 100 | Valid .apk with features | 1420 | 94.66667 | Invalid .apks without features | 80 | 5.333333 | Malicious .apk files | 1000 | 66.66667 | Benign .apks | 500 | 33.33333 | Valid Malicious .apk | 950 | 66.90141 | Valid Benign | 470 | 33.09859 | Invalid Malicious | 50 | 62.5 | Invalid Benign | 30 | 37.5 |
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