6 papers
iThermTroj: Exploiting Intermittent Thermal Trojans in Multi-Processor System-on-Chips
Mehdi Elahi, Mohamed R. Elshamy, Abdel-Hameed Badawy +1
Thermal Trojan attacks present a pressing concern for the security and reliability of System-on-Chips (SoCs), especially in mobile applications. The situation becomes more complica…
CPINN-ABPI: Physics-Informed Neural Networks for Accurate Power Estimation in MPSoCs
Mohamed R. Elshamy, Mehdi Elahi, Ahmad Patooghy +1
Efficient thermal and power management in modern multiprocessor systems-on-chip (MPSoCs) demands accurate power consumption estimation. One of the state-of-the-art approaches, Alte…
MATTER: Multi-stage Adaptive Thermal Trojan for Efficiency & Resilience degradation
Mehdi Elahi, Mohamed R. Elshamy, Abdel-Hameed Badawy +2
As mobile systems become more advanced, the security of System-on-Chips (SoCs) is increasingly threatened by thermal attacks. This research introduces a new attack method called th…
Fine-Grained Clustering-Based Power Identification for Multicores
Mohamed R. Elshamy, Mehdi Elahi, Ahmad Patooghy +1
Fine-grained power estimation in multicore Systems on Chips (SoCs) is crucial for efficient thermal management. BPI (Blind Power Identification) is a recent approach that determine…
P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving
Mohamed R. Elshamy, Heba M. Emara, Mohamed R. Shoaib +1
Distracted driving is a critical safety issue that leads to numerous fatalities and injuries worldwide. This study addresses the urgent need for efficient and real-time machine lea…
Cluster-BPI: Efficient Fine-Grain Blind Power Identification for Defending against Hardware Thermal Trojans in Multicore SoCs
Mohamed R. Elshamy, Mehdi Elahi, Ahmad Patooghy +1
Modern multicore System-on-Chips (SoCs) feature hardware monitoring mechanisms that measure total power consumption. However, these aggregate measurements are often insufficient fo…