EPMDroid: Efficient and privacy-preserving malware detection based on SGX through data fusion

Wentao Wei, Jie Wang, Zheng Yan, Wenxiu Ding

Abstract: Highlights•A privacy-preserving malware detection scheme based on Intel SGX.•An efficient way to compress runtime app features for malware detection.•Theoretical analysis on security, privacy, computation complexity and space overhead.•A prototype to evaluate effectiveness, efficiency, scalability and memory cost.