SDAC: A slow-aging solution for Android malware detection using semantic distance based API clustering
A novel slow-aging solution named SDAC is proposed to address the model aging problem in Android malware detection, which is due to the lack of adapting to the changes in Android specifications during malware detection. Different from periodic retraining of detection models in existing solutions, SD...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/5996 https://ink.library.smu.edu.sg/context/sis_research/article/6999/viewcontent/SDAC_av_2020.pdf |
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| Institution: | Singapore Management University |
| Language: | English |