Journal ArticleDOI
Hardware Trojan Attacks: Threat Analysis and Countermeasures
Swarup Bhunia,Michael S. Hsiao,Mainak Banga,Seetharam Narasimhan +3 more
- Vol. 102, Iss: 8, pp 1229-1247
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TLDR
The threat of hardware Trojan attacks is analyzed; attack models, types, and scenarios are presented; different forms of protection approaches are discussed; and emerging attack modes, defenses, and future research pathways are described.Abstract:
Security of a computer system has been traditionally related to the security of the software or the information being processed. The underlying hardware used for information processing has been considered trusted. The emergence of hardware Trojan attacks violates this root of trust. These attacks, in the form of malicious modifications of electronic hardware at different stages of its life cycle, pose major security concerns in the electronics industry. An adversary can mount such an attack with an objective to cause operational failure or to leak secret information from inside a chip-e.g., the key in a cryptographic chip, during field operation. Global economic trend that encourages increased reliance on untrusted entities in the hardware design and fabrication process is rapidly enhancing the vulnerability to such attacks. In this paper, we analyze the threat of hardware Trojan attacks; present attack models, types, and scenarios; discuss different forms of protection approaches, both proactive and reactive; and describe emerging attack modes, defenses, and future research pathways.read more
Citations
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Proceedings ArticleDOI
Hu-Fu: Hardware and Software Collaborative Attack Framework Against Neural Networks
TL;DR: Huang et al. as discussed by the authors proposed a hardware-software collaborative attack framework to inject hidden neural network Trojans, which works as a backdoor without requiring manipulating input images and is flexible for different scenarios.
Journal ArticleDOI
SeMIA: Self-Similarity-Based IC Integrity Analysis
Yu Zheng,Shuo Yang,Swarup Bhunia +2 more
TL;DR: A novel unified IC integrity analysis approach that can effectively detect both recycled counterfeit ICs as well as Trojan attacks in ICs without the need of golden chips is presented.
Proceedings ArticleDOI
Hardware Trojan Detection Utilizing Machine Learning Approaches
TL;DR: This paper elaborates the overview of hardware-Trojan detection and reviews the hardware- Trojan detection methods using machine learning which is one of the state-of-the-art approaches.
Proceedings ArticleDOI
Lightweight Mitigation of Hardware Trojan Attacks in NoC-based Manycore Computing
TL;DR: Experimental analysis shows that unlike state-of-the-art mechanisms, SIM and THANOS not only mitigate snooping attacks but also improve NoC performance by 48.4% in the presence of these attacks.
Journal ArticleDOI
Detecting Hardware Trojans Inserted by Untrusted Foundry Using Physical Inspection and Advanced Image Processing
Nidish Vashistha,M Tanjidur Rahman,Haoting Shen,Damon L. Woodard,Navid Asadizanjani,Mark Tehranipoor +5 more
TL;DR: A computer vision-based framework to detect hardware Trojans based on their structural similarity that does not rely on the functionality of the circuit, rather the real physical structure to detect malicious changes performed by the untrusted foundry.
References
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Journal ArticleDOI
A Survey of Hardware Trojan Taxonomy and Detection
TL;DR: A classification of hardware Trojans and a survey of published techniques for Trojan detection are presented.
Proceedings ArticleDOI
Trojan Detection using IC Fingerprinting
TL;DR: These results show that Trojans that are 3-4 orders of magnitude smaller than the main circuit can be detected by signal processing techniques and provide a starting point to address this important problem.
Proceedings ArticleDOI
Hardware Trojan detection using path delay fingerprint
Yier Jin,Yiorgos Makris +1 more
TL;DR: A new behavior-oriented category method is proposed to divide trojans into two categories: explicit payload trojan and implicit payloadtrojan, which makes it possible to construct trojan models and then lower the cost of testing.
Journal ArticleDOI
A taxonomy of computer program security flaws
TL;DR: This survey provides a taxonomy for computer program security flaws, with an Appendix that documents 50 actual security flaws that provide a good introduction to the characteristics of security flaws and how they can arise.
Journal ArticleDOI
Trustworthy Hardware: Identifying and Classifying Hardware Trojans
TL;DR: A proposed new hardware Trojan taxonomy provides a first step in better understanding existing and potential threats.