Permissions based Automatic Android Malware Repair using Long Short Term Memory롱 숏 텀 메모리를 활용한 권한 기반 안드로이드 말웨어 자동 복구
- Other Titles
- 롱 숏 텀 메모리를 활용한 권한 기반 안드로이드 말웨어 자동 복구
- Authors
- 오지강; 천신; Lee,Scott Uk-Jin
- Issue Date
- Jan-2019
- Publisher
- 한국컴퓨터정보학회
- Keywords
- Malware Detection; Software Repair; Android Security
- Citation
- 2019년도 한국컴퓨터정보학회 동계학술대회 논문집, v.27, no.1, pp.387 - 388
- Indexed
- OTHER
- Journal Title
- 2019년도 한국컴퓨터정보학회 동계학술대회 논문집
- Volume
- 27
- Number
- 1
- Start Page
- 387
- End Page
- 388
- URI
- https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/3603
- Abstract
- As malicious apps vary significantly across Android malware, it is challenging to prevent that the end-users download apps from unsecured app markets. In this paper, we propose an approach to classify the malicious methods based on permissions using Long Short Term Memory (LSTM) that is used to embed the semantics among Intent and permissions. Then the malicious method that is an unsecured method will be removed and re-uploaded to official market. This approach may induce that the end-users download apps from official market in order to reduce the risk of attacks.
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