Vehicle security: A survey of security issues and vulnerabilities, malware attacks and defenses

AA Elkhail, RUD Refat, R Habre, A Hafeez… - IEEE …, 2021 - ieeexplore.ieee.org
Recent years have led the path to the evolution of automotive technology and with these
new developments, modern vehicles are getting increasingly astute and offering growing …

Hardware-assisted detection of firmware attacks in inverter-based cyberphysical microgrids

AP Kuruvila, I Zografopoulos, K Basu… - International Journal of …, 2021 - Elsevier
The electric grid modernization effort relies on the extensive deployment of microgrid (MG)
systems. MGs integrate renewable resources and energy storage systems, allowing to …

Comparative analysis of low-dimensional features and tree-based ensembles for malware detection systems

S Euh, H Lee, D Kim, D Hwang - IEEE Access, 2020 - ieeexplore.ieee.org
Advances in machine learning algorithms have improved the performance of malware
detection systems for the last decade. However, there are still some challenges such as …

Adversarial attack on microarchitectural events based malware detectors

SMP Dinakarrao, S Amberkar, S Bhat… - Proceedings of the 56th …, 2019 - dl.acm.org
To overcome the performance overheads incurred by the traditional software-based
malware detection techniques, Hardware-assisted Malware Detection (HMD) using machine …

Towards accurate run-time hardware-assisted stealthy malware detection: a lightweight, yet effective time series CNN-based approach

H Sayadi, Y Gao, H Mohammadi Makrani, J Lin… - Cryptography, 2021 - mdpi.com
According to recent security analysis reports, malicious software (aka malware) is rising at
an alarming rate in numbers, complexity, and harmful purposes to compromise the security …

Deep neural network and transfer learning for accurate hardware-based zero-day malware detection

Z He, A Rezaei, H Homayoun, H Sayadi - Proceedings of the Great …, 2022 - dl.acm.org
In recent years, security researchers have shifted their attentions to the underlying
processors' architecture and proposed Hardware-Based Malware Detection (HMD) …