Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
An introduction to signal detection and estimation (2nd ed.)
An introduction to signal detection and estimation (2nd ed.)
Trojan Detection using IC Fingerprinting
SP '07 Proceedings of the 2007 IEEE Symposium on Security and Privacy
PRESENT: An Ultra-Lightweight Block Cipher
CHES '07 Proceedings of the 9th international workshop on Cryptographic Hardware and Embedded Systems
Hardware Trojan Detection and Isolation Using Current Integration and Localized Current Analysis
DFT '08 Proceedings of the 2008 IEEE International Symposium on Defect and Fault Tolerance of VLSI Systems
Post-silicon timing characterization by compressed sensing
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
Power supply signal calibration techniques for improving detection resolution to hardware Trojans
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
At-speed delay characterization for IC authentication and Trojan Horse detection
HST '08 Proceedings of the 2008 IEEE International Workshop on Hardware-Oriented Security and Trust
Detecting malicious inclusions in secure hardware: Challenges and solutions
HST '08 Proceedings of the 2008 IEEE International Workshop on Hardware-Oriented Security and Trust
Hardware Trojan detection using path delay fingerprint
HST '08 Proceedings of the 2008 IEEE International Workshop on Hardware-Oriented Security and Trust
MERO: A Statistical Approach for Hardware Trojan Detection
CHES '09 Proceedings of the 11th International Workshop on Cryptographic Hardware and Embedded Systems
Experiences in Hardware Trojan design and implementation
HST '09 Proceedings of the 2009 IEEE International Workshop on Hardware-Oriented Security and Trust
A Survey of Hardware Trojan Taxonomy and Detection
IEEE Design & Test
Hardware Trojans in Wireless Cryptographic ICs
IEEE Design & Test
Modern Applied Statistics with S
Modern Applied Statistics with S
Pinpointing the side-channel leakage of masked AES hardware implementations
CHES'06 Proceedings of the 8th international conference on Cryptographic Hardware and Embedded Systems
Sequential hardware Trojan: Side-channel aware design and placement
ICCD '11 Proceedings of the 2011 IEEE 29th International Conference on Computer Design
Hardware Trojan horse benchmark via optimal creation and placement of malicious circuitry
Proceedings of the 49th Annual Design Automation Conference
IEEE Transactions on Information Forensics and Security - Part 2
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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 practice. Therefore, we perform a practical evaluation of two previously published Trojan detection methods based on principal component analysis. We evaluate those methods on various designs of a complete functional lightweight hardware Trojan embedded in a PRESENT block cipher circuit. More precisely, we investigate how well the simulations match our practical results and reveal some shortcomings. Subsequently, we introduce a new detection method exploiting statistical properties of the probability distribution functions built from side-channel measurements and show that it is more robust to measurement noise than previously presented methods.