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Application of Machine Learning in Hardware Trojan Detection

2021 22nd International Symposium on Quality Electronic Design (ISQED), 2021
Hardware Trojans (HTs), maliciously inserted in an integrated circuit during untrusted design or fabrication process pose critical threat to the system security. With the ever increasing capabilities of an adversary to subvert the system during run-time, it is imperative to detect the manifested Trojans in order to reinforce the trust in hardware.
Shamik Kundu, Xingyu Meng, Kanad Basu
openaire   +1 more source

Hardware trojan design and detection

Proceedings of the Workshop on Embedded Systems Security, 2013
Hardware Trojan design and detection have been extensively studied during the last years. In this work we investigate non-invasive detection methods utilizing so-called side-channel analysis. In the past, almost all proposed detection techniques have been evaluated based on simulations only and thus, the question remains how well they perform in ...
Sebastian Kutzner   +2 more
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Hardware Trojan Detection

2011
Emerging trend of outsourcing the design and fabrication services to external facilities as well as increasing reliance on third-party Intellectual Property (IP) cores and electronic design automation tools makes integrated circuits (ICs) increasingly vulnerable to hardware Trojan attacks at different stages of its life-cycle.
Seetharam Narasimhan, Swarup Bhunia
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Towards a hardware Trojan detection methodology

2014 3rd Mediterranean Conference on Embedded Computing (MECO), 2014
Malicious hardware is a realistic threat. It can be possible to insert the malicious functionality on a device as deep as in the hardware design flow, long before manufacturing the silicon product. Towards developing a hardware Trojan horse detection methodology, we analyze capabilities and limitations of existing techniques, framing a testing strategy
Paris Kitsos, Artemios G. Voyiatzis
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On the feasibility of using evolvable hardware for hardware Trojan detection and prevention

Applied Soft Computing, 2020
Evolvable hardware (EH) architectures are capable of changing their configuration and behavior dynamically based on inputs from the environment. In this paper, we investigate the feasibility of using EH to prevent Hardware Trojan Horses (HTHs) from being inserted, activated, or propagated in a digital electronic chip.
Mansoureh Labafniya   +3 more
openaire   +1 more source

Potential Trigger Detection for Hardware Trojans

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018
Due to the globalization trend of IC industry, more and more chips are designed and/or fabricated by foreign companies and foundries. Among all the consequences of this globalization trend, the possible existence of stealthy-inserted hardware Trojans (HTs) has raised a great security concern.
Minhui Zou   +3 more
openaire   +1 more source

Test Pattern Superposition to Detect Hardware Trojans

2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2020
Current methods for the detection of hardware Trojans inserted by an untrusted foundry are either accompanied by unreasonable costs in design/test pattern overhead, or return results that fail to provide confident trustability. The challenges faced by these side-channel techniques are primarily a result of process variation, which renders pre-silicon ...
Chris Nigh, Alex Orailoglu
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Exploiting hardware obfuscation methods to prevent and detect hardware Trojans

2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS), 2017
Due to the globalized semiconductor supply chain, integrated circuits suffer from hardware security attacks. Among various attacks, hardware Trojan insertions have emerged as a major security concern. An adversary modifies the original circuit to accomplish the malicious intentions through the hardware Trojan. Hardware obfuscation has been demonstrated
Qiaoyan Yu, Jaya Dofe, Zhiming Zhang
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A Survey of Hardware Trojan Detection, Diagnosis and Prevention

2015 14th International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics), 2015
Hardware Trojans (HTs) can be implanted in security-weak parts of a chip with various means to steal the internal sensitive data or modify original functionality, which may lead to huge economic losses and great harm to society. Therefore, it is very important to perform hardware Trojan detection and diagnosis, find potential safety hazards and apply ...
He Li 0008   +3 more
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Hardware Trojan Detection Based on Signal Correlation

2018 IEEE 27th Asian Test Symposium (ATS), 2018
Hardware Trojan has attracted more and more attention from academia and industry because of its significant potential threat. Long activation time is a major concern during Trojan detection process. Traditional pre-silicon verification and post-silicon testing cannot be extended to detect hardware Trojans efficiently because Trojan is usually activated
Wei Zhao   +3 more
openaire   +1 more source

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