Hardware Trojan Detection Based on Improved Euclidean Distance [PDF]
The accuracy of the hardware Trojan detection method based on the traditional Euclidean distance discrimination is too low to meet the demand.For this reason,the side-channel power consumption information is collected and analized in this paper,and an ...
WANG Jianxin,WANG Boren,QU Ming,ZHANG Lei
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Hardware Trojan Detection Method Based on Hidden Markov Model [PDF]
Hardware Trojan causes a huge threat to the reliability of the integrated circuit chips,so this paper proposes a Trojan detection method based on Hidden Markov Model(HMM).It extracts the characteristic parameters of original circuit data,trains the ...
GAO Zhenbin,BAI Xue,YANG Song,HE Jiaji
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Gate-Level Hardware Trojan Detection Method for Graph Neural Networks Based on Controllability Metrics [PDF]
With the continuous increase in globalization, third-party Intellectual Property (IP) core applications have become increasingly widespread. The gradual maturity of hardware Trojan attack technology enables the implantation of hardware Trojan in the chip
Yang ZHANG, Chang LIU, Shaoqing LI
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A machine-learning-based hardware-Trojan detection approach for chips in the Internet of Things
With the development of the Internet of Things, smart devices are widely used. Hardware security is one key issue in the security of the Internet of Things.
Chen Dong +3 more
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Ingress of Threshold Voltage-Triggered Hardware Trojan in the Modern FPGA Fabric–Detection Methodology and Mitigation [PDF]
The ageing phenomenon of negative bias temperature instability (NBTI) continues to challenge the dynamic thermal management of modern FPGAs. Increased transistor density leads to thermal accumulation and propagates higher and non-uniform temperature ...
Sohaib Aslam +4 more
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Natural Language Processing for Hardware Security: Case of Hardware Trojan Detection in FPGAs
Field-programmable gate arrays (FPGAs) offer the inherent ability to reconfigure at runtime, making them ideal for applications such as data centers, cloud computing, and edge computing. This reconfiguration, often achieved through remote access, enables
Jaya Dofe +3 more
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DART: Distribution-Aware Hardware Trojan Detection
Machine Learning (ML) has proven effective in Integrated Circuits (IC) security, particularly in Hardware Trojan (HT) detection. However, a model’s generalization potential depends on its ability to address distribution shifts (DS) in unseen data. Mitigating DS enhances a model’s adaptability to novel variations and threats within the dynamic realm of ...
Luke Chen +5 more
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Dataset for hardware Trojan detection [PDF]
Nowadays, cloud services rely extensively on the use of virtual machines to enforce security by isolation. However, hardware trojan attacks break this assumption. Within these attacks, cache side-channel attacks such as Spectre and Meltdown are the focus of this work.
Mus León, Sergi
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Hardware Trojan Detection Based on Long Short-Term Memory Neural Network [PDF]
Hardware Trojans pose a huge threat to the reliability of integrated circuit chips.Therefore,this paper proposes a hardware Trojan detection method based on Principal Component Analysis(PCA) and Long Short-Term Memory(LSTM) neural network.The method uses
HU Tao, DIAN Songyi, JIANG Ronghua
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Research on hardware Trojan defense
The definition and features of hardware Trojan were described firstly.After that,recent researches of defense and detection techniques were categorized with complete comparison and analysis.Then,current researches limitations were discussed based on the ...
Kan WANG +3 more
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