Conference proceeding
A Performance-Sensitive Malware Detection System on Mobile Platform
Formal Methods and Software Engineering: 21st International Conference on Formal Engineering Methods, ICFEM 2019, Shenzhen, China, November 5–9, 2019, Proceedings, Vol.11852, pp.493-497
Lecture Notes in Computer Science, LNPSE,volume 11852
21st International Conference on Formal Engineering Methods, ICFEM 2019, 21 (Shenzhen, China, 05/11/2019–09/11/2019)
10/2019
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Abstract
Apart from the Android apps provided by the official market, apps from unofficial markets and third-party resources are always causing a serious security threat to end-users. Because of the overhead of the network, uploading the app to the server for detection is a time-consuming task. In addition, the uploading process also suffers from the threat of attackers. Consequently, a last line of defense on Android devices is necessary and much-needed. To address these problems, we propose an effective Android malware detection system, leveraging deep learning to provide a real-time secure and fast response environment on Android devices.
Details
- Title
- A Performance-Sensitive Malware Detection System on Mobile Platform
- Creators
- Ruitao Feng - Nanyang Technological UniversityYang Liu - Nanyang Technological UniversityShangwei Lin - Nanyang Technological University
- Contributors
- Yamine Ait-Ameur (Editor) - IRIT/INPT - ENSEEIHT (France, Toulouse)Shengchao Qin (Editor) - Teesside University
- Publication Details
- Formal Methods and Software Engineering: 21st International Conference on Formal Engineering Methods, ICFEM 2019, Shenzhen, China, November 5–9, 2019, Proceedings, Vol.11852, pp.493-497
- Conference
- 21st International Conference on Formal Engineering Methods, ICFEM 2019, 21 (Shenzhen, China, 05/11/2019–09/11/2019)
- Series
- Lecture Notes in Computer Science; LNPSE,volume 11852
- Publisher
- © Springer Nature Switzerland AG; Cham
- Number of pages
- 5
- Identifiers
- 991013245456402368
- Copyright
- © 2019 Springer Nature Switzerland AG
- Academic Unit
- Faculty of Science and Engineering
- Language
- English
- Resource Type
- Conference proceeding