Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation

no code implementations • 19 Apr 2024 • Harshit Kumar, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay

This study introduces RT-HMD, a Hardware-based Malware Detector (HMD) for mobile devices, that refines malware representation in segmented time-series through a Multiple Instance Learning (MIL) approach.

Malware Detection Multiple Instance Learning +1