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Test Generation for Detection of Malicious Parametric Variations

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Hardware IP Security and Trust

Abstract

Reusable hardware Intellectual Property (IP) based System-on-Chip (SoC) design has emerged as a pervasive design practice in the industry to dramatically reduce design/verification cost while meeting aggressive time-to-market constraints. It is crucial to ensure that an IP block is not vulnerable to input conditions that violate its non-functional (parametric) constraints, such as power, temperature, or performance. Power supply voltages, increased integration densities, and higher operating frequencies, among other factors, are producing devices that are more sensitive to power dissipation and reliability problems. Power viruses which have excessive power dissipation can lead to overheating, electromigration, and a reduced chip lifetime. Moreover, large instantaneous power consumption causes voltage drop and ground bounce, resulting in circuit delays and soft errors. As a result, reliability analysis of worst-case peak power and peak temperature has steadily become a critical part of the design process of digital circuits.

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References

  1. R. Bertran, A. Buyuktosunoglu, M.S. Gupta, M. González, P. Bose, Systematic energy characterization of cmp/smt processor systems via automated micro-benchmarks, in Proceedings of the 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture, December (2012), pp. 199–211

    Google Scholar 

  2. CPUburn-in. http://cpuburnin.com/

  3. N.E. Evmorfopoulos, G.I. Stamoulis, J.N. Avaritsiotis. A Monte Carlo approach for maximum power estimation based on extreme value theory. IEEE Trans. Comput. Aided Des. 21 (4), 415–432 (2002).

    Article  Google Scholar 

  4. K. Ganesan, L.K. John, MAximum Multicore POwer (MAMPO): an automatic multithreaded synthetic power virus generation framework for multicore systems, in Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage ACM International Conference for High Performance Computing, Networking, Storage and Analysis, Article No. 53 (2011)

    Google Scholar 

  5. K. Ganesan, J. Jo, W.L. Bircher, D. Kaseridis, Z. Yu, L.K. John, System-level Max Power (SYMPO) - a systematic approach for escalating system-level power consumption using synthetic benchmarks. in The 19th International Conference on Parallel Architectures and Compilation Techniques (PACT), 2010

    Google Scholar 

  6. H. Hajimiri, P. Mishra, S. Bhunia, Dynamic cache tuning for efficient memory based computing in multicore architectures, in International Conference on VLSI Design, 2013

    Google Scholar 

  7. H. Hajimiri, K. Rahmani, P. Mishra, Efficient peak power estimation using probabilistic cost-benefit analysis, in International Conference on VLSI Design, Bengaluru, January 3–7, 2015

    Google Scholar 

  8. M.S. Hsiao, E.M. Rudnick, J.H. Patel, K2: an estimator for peak sustainable power of VLSI circuits, in IEEE International Symposium on Low Power Electronics and Design, 1997

    Google Scholar 

  9. M.S. Hsiao, E.M. Rudnick, J.H. Patel, Effects of delay models on peak power estimation of VLSI sequential circuits, in Proceedings of the 1997 IEEE/ACM International Conference on Computer-aided Design, 1997

    Google Scholar 

  10. M.S. Hsiao, E.M. Rudnick, J.H. Patel, Peak power estimation of VLSI circuits: new peak power measures. IEEE Trans. Very Large Scale Integr. (VLSI) Syst. 8 (4), 435–439 (2000)

    Google Scholar 

  11. Y. Huang, P. Mishra, Reliability and energy-aware cache reconfiguration for embedded systems, in IEEE International Symposium on Quality Electronic Design, 2016

    Google Scholar 

  12. A.M. Joshi, L. Eeckhout, L.K. John, C. Isen, Automated microprocessor stressmark generation, in IEEE 14th International Symposium on High Performance Computer Architecture (HPCA) (2008), pp. 229–239 (2008)

    Google Scholar 

  13. Y. Kim, L.K. John, S. Pant, S. Manne, M. Schulte, W.L. Bircher, M.S.S. Govindan, AUDIT: stress testing the automatic way, in 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) December (2012), pp. 212–223

    Google Scholar 

  14. H. Mangassarian, A. Veneris, F. Najm, Maximum circuit activity estimation using pseudo-Boolean satisfiability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31 (2), 271–284 (2012)

    Article  Google Scholar 

  15. MPrime, wikipedia page. https://en.wikipedia.org/wiki/Prime95

  16. K. Najeeb, V.V.R. Konda, S.K.S. Hari, V. Kamakoti, V.M. Vedula, Power virus generation using behavioral models of circuits, in 25th IEEE VLSI Test Symposium (VTS’07), Berkeley, CA (2007), pp. 35–42

    Book  Google Scholar 

  17. K. Najeeb, K. Gururaj, V. Kamakoti, V. Vedula, Controllability-driven power virus generation for digital circuits, in IEEE 20th International Conference on VLSI Design (VLSID) (2007), pp. 407–412

    Google Scholar 

  18. X. Qin, W. Wang, P. Mishra, TCEC: temperature- and energy-constrained scheduling in real-time multitasking systems. IEEE Trans. Comput.-Aided Des. Integr. Circ. Syst. (TCAD) 31 (8), 1159–1168 (2012)

    Google Scholar 

  19. K. Rahmani, P. Mishra, S. Bhunia, Memory-based computing for performance and energy improvement in multicore architectures, in ACM Great Lakes Symposium on VLSI (GLSVLSI), 2012

    Google Scholar 

  20. W. Wang, P. Mishra, Pre-DVS: preemptive dynamic voltage scaling for real-time systems with approximation scheme, in ACM/IEEE Design Automation Conference (DAC) (2010), pp. 705–710

    Google Scholar 

  21. W. Wang, P. Mishra, System-wide leakage-aware energy minimization using dynamic voltage scaling and cache reconfiguration in multitasking systems. IEEE Trans. Very Large Scale Integr. (VLSI) Syst. (TVLSI) 20 (5), 902–910 (2012)

    Google Scholar 

  22. C.Y. Wang, K. Roy, Maximum power estimation for CMOS circuits using deterministic and statistical approaches. IEEE Trans. VLSI 6 (1), 134–140 (1998)

    Article  Google Scholar 

  23. W. Wang, P. Mishra, S. Ranka, Dynamic cache reconfiguration and partitioning for energy optimization in real-time multi-core systems, in ACM/IEEE Design Automation Conference (DAC) (2011), pp. 948–953

    Google Scholar 

  24. W. Wang, P. Mishra, S. Ranka, Dynamic Reconfiguration in Real-Time Systems - Energy, Performance, Reliability and Thermal Perspectives (Springer, New York, 2013). ISBN: 978-1-4614-0277-0

    Book  Google Scholar 

  25. W. Wang, P. Mishra, A. Ross, Dynamic cache reconfiguration for soft real-time systems. ACM Trans. Embed. Comput. Syst. (TECS) 11 (2), article 28, 31 pp. (2012)

    Google Scholar 

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Correspondence to Yuanwen Huang .

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Huang, Y., Mishra, P. (2017). Test Generation for Detection of Malicious Parametric Variations. In: Mishra, P., Bhunia, S., Tehranipoor, M. (eds) Hardware IP Security and Trust. Springer, Cham. https://doi.org/10.1007/978-3-319-49025-0_14

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  • DOI: https://doi.org/10.1007/978-3-319-49025-0_14

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