Ransomware Classification Using Hardware Performance Counters on a Non-Virtualized System
JE Hill, TO Walker, JA Blanco, RW Ives, R Rakvic… - IEEE …, 2024 - ieeexplore.ieee.org
Ransomware is a type of malicious software designed to encrypt a user's important data for
the purpose of extortion, with a global annual impact of billions of dollars in damages. This …
the purpose of extortion, with a global annual impact of billions of dollars in damages. This …
E-SCOUT: Efficient-Spatial Clustering-based Outlier Detection through Telemetry
Silicon lifecycle management (SLM) is needed to ensure silicon-product reliability and
quality. Prior methods utilize off-chip solutions to identify malware, diagnose bugs, and …
quality. Prior methods utilize off-chip solutions to identify malware, diagnose bugs, and …
Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation
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 …
devices, that refines malware representation in segmented time-series through a Multiple …
[引用][C] RT-HMD: A Novel Statistical Approach for Robust Real-Time Hardware-based Malware Detection under Weak Supervision Formulation
H Kumar, S Sharma, B Chakraborty, S Mukhopadhyay - Phys. Rev, 1935