Hardware trojan detection using machine learning: A tutorial
With the growth and globalization of IC design and development, there is an increase in the
number of Designers and Design houses. As setting up a fabrication facility may easily cost …
number of Designers and Design houses. As setting up a fabrication facility may easily cost …
Enabling Accelerators for Graph Computing
K Shivdikar - 2024 - search.proquest.com
Abstract The advent of Graph Neural Networks (GNNs) has revolutionized the field of
machine learning, offering a novel paradigm for learning on graph-structured data. Unlike …
machine learning, offering a novel paradigm for learning on graph-structured data. Unlike …
A survey on machine learning in hardware security
TÇ Köylü, CR Wedig Reinbrecht… - ACM Journal on …, 2023 - dl.acm.org
Hardware security is currently a very influential domain, where each year countless works
are published concerning attacks against hardware and countermeasures. A significant …
are published concerning attacks against hardware and countermeasures. A significant …
On the robustness of graph reduction against GNN backdoor
Graph Neural Networks (GNNs) have been shown to be susceptible to backdoor poisoning
attacks, which pose serious threats to real-world applications. Meanwhile, graph reduction …
attacks, which pose serious threats to real-world applications. Meanwhile, graph reduction …
Quantum machine learning for material synthesis and hardware security
Using quantum computing, this paper addresses two scientifically-pressing and day to day-
relevant problems, namely, chemical retrosynthesis which is an important step in …
relevant problems, namely, chemical retrosynthesis which is an important step in …
An efficient ml-based hardware trojan localization framework for rtl security analysis
R Fan, Y Tang, H Sun, J Liu, H Li - Proceedings of the 2024 ACM/IEEE …, 2024 - dl.acm.org
Recently, the scale of IC designs has been growing rapidly. Due to the popularity of
untrusted third-party EDA tools and IP cores, IC designs face the risk of being infected by …
untrusted third-party EDA tools and IP cores, IC designs face the risk of being infected by …
LEGO: Empowering Chip-Level Functionality Plug-and-Play for Next-Generation IoT Devices
Versatile Internet of Things (IoT) applications call for re-configurable IoT devices that can
easily extend new functionality on demand. However, the heterogeneity of functional chips …
easily extend new functionality on demand. However, the heterogeneity of functional chips …
Netwise Detection of Hardware Trojans Using Scalable Convolution of Graph Embedding Clouds
D Utyamishev, I Partin-Vaisband - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Hardware Trojans (HTs) are malicious circuits that can be inserted into integrated circuits
(ICs) during the design, manufacturing, or packaging phases. HTs can cause a variety of …
(ICs) during the design, manufacturing, or packaging phases. HTs can cause a variety of …
Hardware Trojan Detection Based on Circuit Sequence Features with GRU Neural Network
Z Li, Y Zhang, X Hu, S Li, B Liang - 2024 IEEE Symposium on …, 2024 - ieeexplore.ieee.org
The globalization of the IC industry has led to hardware designers commonly adopting Third-
Party Intellectual Property cores (3PIPs) to reduce design costs and time. However, over …
Party Intellectual Property cores (3PIPs) to reduce design costs and time. However, over …
Graph Neural Network based Hardware Trojan Detection at Intermediate Representative for SoC Platforms
The rapid growth of the Internet of Things (IoT) industry has increased the demand for
intellectual property (IP) cores. Increasing numbers of third-party vendors have raised …
intellectual property (IP) cores. Increasing numbers of third-party vendors have raised …