29 citations · 41 across the 14 of their papers we have counts for
14 papers
PATCH-FFT: Unmasking Dormant Hardware Trojans with Patch-Based Frequency-Domain Transformers
Hasala Senevirathne, Amin Rezaei
Hardware Trojans embedded by malicious entities in integrated circuits can covertly leak sensitive information through power side channels, often remaining undetected in their dorm…
TroPUF: Evaluating Hardware Trojan Insertion in Delay-Based Physical Unclonable Functions
Marissa Marcarelli, Amin Rezaei
Delay-based Physical Unclonable Functions (PUFs) are commonly used for device authentication and key generation due to the fact that they rely on manufacturing induced delay variat…
Early Detection of Hardware Trojans Using Neural Controlled Differential Equations and Analysis of Power Traces
Hasala Senevirathne, Rahul Vishwakarma, Amin Rezaei
Evolving Hardware Trojans pose a serious threat to modern digital systems by evading traditional detection through stealthy, adaptive behavior. Even recent methods that leverage ad…
Horizon-Constrained Rashomon Sets for Chaotic Forecasting
Gauri Kale, Rahul Vishwakarma, Holly Diamond +2
Predictive multiplicity and chaotic dynamics represent two fundamental challenges in machine learning that have evolved independently despite their conceptual connections. We bridg…
REDACTOR: eFPGA Redaction for DNN Accelerator Security
Yazan Baddour, Ava Hedayatipour, Amin Rezaei
With the ever-increasing integration of artificial intelligence into daily life and the growing importance of well-trained models, the security of hardware accelerators supporting…
Cute-Lock: Behavioral and Structural Multi-Key Logic Locking Using Time Base Keys
Kevin Lopez, Amin Rezaei
The outsourcing of semiconductor manufacturing raises security risks, such as piracy and overproduction of hardware intellectual property. To overcome this challenge, logic locking…
K-Gate Lock: Multi-Key Logic Locking Using Input Encoding Against Oracle-Guided Attacks
Kevin Lopez, Amin Rezaei
Logic locking has emerged to prevent piracy and overproduction of integrated circuits ever since the split of the design house and manufacturing foundry was established. While ther…
CycPUF: Cyclic Physical Unclonable Function
Michael Dominguez, Amin Rezaei
Physical Unclonable Functions (PUFs) leverage manufacturing process imperfections that cause propagation delay discrepancies for the signals traveling along these paths. While PUFs…
LIPSTICK: Corruptibility-Aware and Explainable Graph Neural Network-based Oracle-Less Attack on Logic Locking
Yeganeh Aghamohammadi, Amin Rezaei
In a zero-trust fabless paradigm, designers are increasingly concerned about hardware-based attacks on the semiconductor supply chain. Logic locking is a design-for-trust method th…
Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep Learning
Rahul Vishwakarma, Amin Rezaei
The risk of hardware Trojans being inserted at various stages of chip production has increased in a zero-trust fabless era. To counter this, various machine learning solutions have…
Risk-Aware and Explainable Framework for Ensuring Guaranteed Coverage in Evolving Hardware Trojan Detection
Rahul Vishwakarma, Amin Rezaei
As the semiconductor industry has shifted to a fabless paradigm, the risk of hardware Trojans being inserted at various stages of production has also increased. Recently, there has…
Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices
Rahul Vishwakarma, Ravi Monani, Amin Rezaei +3
The Global Wearable market is anticipated to rise at a considerable rate in the next coming years and communication is a fundamental block in any wearable device. In communication,…
KNN-enhanced Deep Learning Against Noisy Labels
Shuyu Kong, You Li, Jia Wang +2
Supervised learning on Deep Neural Networks (DNNs) is data hungry. Optimizing performance of DNN in the presence of noisy labels has become of paramount importance since collecting…
Benchmarking at the Frontier of Hardware Security: Lessons from Logic Locking
Benjamin Tan, Ramesh Karri, Nimisha Limaye +33
Integrated circuits (ICs) are the foundation of all computing systems. They comprise high-value hardware intellectual property (IP) that are at risk of piracy, reverse-engineering,…