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Siddharth Garg

Assistant Professor

    20042020

    Research output per year

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    Research Output

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    Conference contribution

    Voting-based active contour segmentation of fmri images of the brain

    Srinivasa, G., Oak, V. S., Garg, S. J., Fickus, M. C. & Kovaĉević, J., 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 1100-1103 4 p. 4711951. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Vertically-addressed test structures (VATS) for 3D IC variability and stress measurements

    O'Sullivan, C., Levine, P. M. & Garg, S., 2013, Proceedings of the 14th International Symposium on Quality Electronic Design, ISQED 2013. IEEE Computer Society, p. 96-103 8 p. 6523596. (Proceedings - International Symposium on Quality Electronic Design, ISQED).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Verifiable ASICs

    Wahby, R. S., Howald, M., Garg, S., Shelat, A. & Walfish, M., Aug 16 2016, Proceedings - 2016 IEEE Symposium on Security and Privacy, SP 2016. Institute of Electrical and Electronics Engineers Inc., p. 759-778 20 p. 7546534. (Proceedings - 2016 IEEE Symposium on Security and Privacy, SP 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Variability-aware dark silicon management in on-chip many-core systems

    Shafique, M., Gnad, D., Garg, S. & Henkel, J., Apr 22 2015, Proceedings of the 2015 Design, Automation and Test in Europe Conference and Exhibition, DATE 2015. Institute of Electrical and Electronics Engineers Inc., p. 387-392 6 p. 7092419. (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2015-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Typicality Matching for Pairs of Correlated Graphs

    Shirani, F., Garg, S. & Erkip, E., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 221-225 5 p. 8437567. (IEEE International Symposium on Information Theory - Proceedings; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint

    Abbassi, I. H., Khalid, F., Rehman, S., Kamboh, A. M., Jantsch, A., Garg, S. & Shafique, M., May 14 2019, Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019. Institute of Electrical and Electronics Engineers Inc., p. 914-919 6 p. 8714829. (Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    ThUnderVolt: Enabling aggressive voltage underscaling and timing error resilience for energy efficient deep learning accelerators

    Zhang, J., Rangineni, K., Ghodsi, Z. & Garg, S., Jun 24 2018, Proceedings of the 55th Annual Design Automation Conference, DAC 2018. Institute of Electrical and Electronics Engineers Inc., a19. (Proceedings - Design Automation Conference; vol. Part F137710).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Threshold-dependent camouflaged cells to secure circuits against reverse engineering attacks

    Collantes, M. I. M., El Massad, M. & Garg, S., Sep 2 2016, Proceedings - IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2016. IEEE Computer Society, p. 443-448 6 p. 7560238. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2016-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    The need for declarative properties in digital IC security

    El Massad, M., Imeson, F., Garg, S. & Tripunitara, M., May 10 2017, GLSVLSI 2017 - Proceedings of the Great Lakes Symposium on VLSI 2017. Association for Computing Machinery, p. 333-338 6 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI; vol. Part F127756).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    The EDA challenges in the dark silicon era

    Shafique, M., Garg, S., Henkel, J. & Marculescu, D., 2014, DAC 2014 - 51st Design Automation Conference, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 2593229. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Technology-driven limits on DVFS controllability of multiple voltage-frequency island designs: A system-level perspective

    Garg, S., Marculescu, D., Marculescu, R. & Ogras, U., 2009, 2009 46th ACM/IEEE Design Automation Conference, DAC 2009. p. 818-821 4 p. 5227050. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    TAO: Techniques for algorithm-level obfuscation during high-level synthesis

    Pilato, C., Regazzoni, F., Karri, R. & Garg, S., Jun 24 2018, Proceedings of the 55th Annual Design Automation Conference, DAC 2018. Institute of Electrical and Electronics Engineers Inc., a155. (Proceedings - Design Automation Conference; vol. Part F137710).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Tagged probabilistic simulation based error probability estimation for better-than-worst case circuit design

    Tosson, A., Garg, S. & Anis, M., 2013, 2013 IFIP/IEEE 21st International Conference on Very Large Scale Integration, VLSI-SoC 2013 - Proceedings. IEEE Computer Society, p. 368-373 6 p. 6673311. (IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    System-level process variation driven throughput analysis for single and multiple voltage-frequency island designs

    Garg, S. & Marculescu, D., 2007, Proceedings - 2007 Design, Automation and Test in Europe Conference and Exhibition, DATE 2007. p. 403-408 6 p. 4211830. (Proceedings -Design, Automation and Test in Europe, DATE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    System-level process variability analysis and mitigation for 3D MPSoCs

    Garg, S. & Marculescu, D., 2009, Proceedings - 2009 Design, Automation and Test in Europe Conference and Exhibition, DATE '09. Institute of Electrical and Electronics Engineers Inc., p. 604-609 6 p. 5090739. (Proceedings -Design, Automation and Test in Europe, DATE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    System-level process-driven variability analysis for single and multiple voltage-frequency island systems

    Marculescu, D. & Garg, S., 2006, Proceedings of the 2006 International Conference on Computer-Aided Design, ICCAD. p. 541-546 6 p. 4110228. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    System-level mitigation of WID leakage power variability using body-bias islands

    Garg, S. & Marculescu, D., 2008, Embedded Systems Week 2008 - Proceedings of the 6th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2008. p. 273-278 6 p. (Embedded Systems Week 2008 - Proceedings of the 6th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Synergistic timing speculation for multi-threaded programs

    Yasin, A., Zhang, J. J., Chen, H., Garg, S., Roy, S. & Chakraborty, K., Jun 5 2016, Proceedings of the 53rd Annual Design Automation Conference, DAC 2016. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. a51. (Proceedings - Design Automation Conference; vol. 05-09-June-2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Statistical thermal evaluation and mitigation techniques for 3D chip-multiprocessors in the presence of process variations

    Juan, D. C., Garg, S. & Marculescu, D., 2011, Proceedings - Design, Automation and Test in Europe Conference and Exhibition, DATE 2011. p. 383-388 6 p. 5763067. (Proceedings -Design, Automation and Test in Europe, DATE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Special session 4A: New topics parametric yield and reliability of 3D integrated circuits: New challenges and solutions

    Garg, S. & Marculescu, D., 2011, Proceedings - 2011 29th IEEE VLSI Test Symposium, VTS 2011. 1 p. 5783764. (Proceedings of the IEEE VLSI Test Symposium).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Special session: Recent developments in hardware security

    Commarota, R., Karimi, N., Garg, S. & Rajendran, J., May 29 2018, Proceedings - 2018 IEEE 36th VLSI Test Symposium, VTS 2018. IEEE Computer Society, 1 p. (Proceedings of the IEEE VLSI Test Symposium; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Shielding and securing integrated circuits with sensors

    Shahrjerdi, D., Rajendran, J., Garg, S., Koushanfar, F. & Karri, R., Jan 5 2015, 2014 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2014 - Digest of Technical Papers. January ed. Institute of Electrical and Electronics Engineers Inc., p. 170-174 5 p. 7001348. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2015-January, no. January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Shielding and securing integrated circuits using sensors

    Shahrjerdi, D., Rajendran, J., Garg, S., Koushanfar, F. & Karri, R., Nov 2014, Proceedings of the IEEE International Conference on CAD. p. 170-174

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Seeded graph matching: Efficient algorithms and theoretical guarantees

    Shirani, F., Garg, S. & Erkip, E., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 253-257 5 p. 8335178. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Securing computer hardware using 3D integrated circuit (IC) technology and split manufacturing for obfuscation

    Imeson, F., Emtenan, A., Garg, S. & Tripunitara, M. V., Jan 1 2013, Proceedings of the 22nd USENIX Security Symposium. USENIX Association, p. 495-510 16 p. (Proceedings of the 22nd USENIX Security Symposium).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    SafeTPU: A Verifiably Secure Hardware Accelerator for Deep Neural Networks

    Mera Collantes, M. I., Ghodsi, Z. & Garg, S., Apr 2020, Proceedings - 2020 IEEE 38th VLSI Test Symposium, VTS 2020. IEEE Computer Society, 9107564. (Proceedings of the IEEE VLSI Test Symposium; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Reverse engineering camouflaged sequential circuits without scan access

    Massad, M. E., Garg, S. & Tripunitara, M., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 33-40 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Rethinking split manufacturing: An information-theoretic approach with secure layout techniques

    Sengupta, A., Patnaik, S., Knechtel, J., Ashraf, M., Garg, S. & Sinanoglu, O., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 329-336 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Resource sharing games with failures and heterogeneous risk attitudes

    Hota, A. R., Garg, S. & Sundaram, S., 2013, 2013 51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013. IEEE Computer Society, p. 535-542 8 p. 6736571. (2013 51st Annual Allerton Conference on Communication, Control, and Computing, Allerton 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Reliable computing with ultra-reduced instruction set co-processors

    Rajendiran, A., Ananthanarayanan, S., Patel, H. D., Tripunitara, M. V. & Garg, S., 2012, Proceedings of the 49th Annual Design Automation Conference, DAC '12. p. 697-702 6 p. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Process variation aware performance modeling and dynamic power management for multi-core systems

    Garg, S., Marculescu, D. & Herbert, S. X., 2010, 2010 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2010. p. 89-92 4 p. 5654293. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Power-aware virtual machine mapping in the data-center-on-a-chip paradigm

    Lin, X., Xue, Y., Bogdan, P., Wang, Y., Garg, S. & Pedram, M., Nov 22 2016, Proceedings of the 34th IEEE International Conference on Computer Design, ICCD 2016. Institute of Electrical and Electronics Engineers Inc., p. 241-248 8 p. 7753286. (Proceedings of the 34th IEEE International Conference on Computer Design, ICCD 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Poisoning the (Data) Well in ML-Based CAD: A Case Study of Hiding Lithographic Hotspots

    Liu, K., Tan, B., Karri, R. & Garg, S., Mar 2020, Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020. Di Natale, G., Bolchini, C. & Vatajelu, E-I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 306-309 4 p. 9116489. (Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Optimal de-anonymization in random graphs with community structure

    Onaran, E., Garg, S. & Erkip, E., Feb 7 2017, 37th IEEE Sarnoff Symposium, Sarnoff 2016. Institute of Electrical and Electronics Engineers Inc., 7846734. (37th IEEE Sarnoff Symposium, Sarnoff 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Optimal de-anonymization in random graphs with community structure

    Onaran, E., Garg, S. & Erkip, E., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. Matthews, M. B. (ed.). IEEE Computer Society, p. 709-713 5 p. 7869137. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Optimal checkpointing for secure intermittently-powered IoT devices

    Ghodsi, Z., Garg, S. & Karri, R., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 376-383 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Optimal Active social Network De-anonymization Using Information Thresholds

    Shirani, F., Garg, S. & Erkip, E., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 1445-1449 5 p. 8437739. (IEEE International Symposium on Information Theory - Proceedings; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    On the impact of manufacturing process variations on the lifetime of sensor networks

    Garg, S. & Marculescu, D., 2007, CODES+ISSS 2007: International Conference on Hardware/Software Codesign and System Synthesis. p. 203-208 6 p. (CODES+ISSS 2007: International Conference on Hardware/Software Codesign and System Synthesis).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Matching Graphs with Community Structure: A Concentration of Measure Approach

    Shirani, F., Garg, S. & Erkip, E., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 1028-1035 8 p. 8636015. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Low cost permanent fault detection using ultra-reduced instruction set co-processors

    Ananthanarayan, S., Garg, S. & Patel, H. D., 2013, Proceedings - Design, Automation and Test in Europe, DATE 2013. Institute of Electrical and Electronics Engineers Inc., p. 933-938 6 p. 6513642. (Proceedings -Design, Automation and Test in Europe, DATE).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Learning the optimal operating point for many-core systems with extended range voltage/frequency scaling

    Juan, D. C., Garg, S., Park, J. & Marculescu, D., 2013, 2013 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2013. IEEE Computer Society, p. 1-10 10 p. 6658995. (2013 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Lack of robustness of Lidar-based deep learning systems to small adversarial perturbations

    Patel, N., Liu, K., Krishnamurthy, P., Garg, S. & Khorrami, F., 2018, 50th International Symposium on Robotics, ISR 2018. VDE Verlag GmbH, p. 359-365 7 p. (50th International Symposium on Robotics, ISR 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Job arrival rate aware scheduling for asymmetric multi-core servers in the dark silicon era

    Raghunathan, B. & Garg, S., Oct 12 2014, 2014 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2014. Association for Computing Machinery, Inc, p. 1-6 6 p. a14. (2014 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Is Register Transfer Level Locking Secure?

    Karfa, C., Chouksey, R., Pilato, C., Garg, S. & Karri, R., Mar 2020, Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020. Di Natale, G., Bolchini, C. & Vatajelu, E-I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 550-555 6 p. 9116261. (Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    IoT-enabled distributed cyber-attacks on transmission and distribution grids

    Dvorkin, Y. & Garg, S., Nov 13 2017, 2017 North American Power Symposium, NAPS 2017. Institute of Electrical and Electronics Engineers Inc., 8107363. (2017 North American Power Symposium, NAPS 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    INVITED: Building robust machine learning systems: Current progress, research challenges, and opportunities

    Zhang, J. J., Liu, K., Khalid, F., Hanif, M. A., Rehman, S., Theocharides, T., Artussi, A., Shafique, M. & Garg, S., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a175. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Inspiring trust in outsourced integrated circuit fabrication

    Garg, S., May 11 2017, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017. Institute of Electrical and Electronics Engineers Inc., 1 p. 7927158. (Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Impact of manufacturing process variations on performance and thermal characteristics of 3D ICs: Emerging challenges and new solutions

    Juan, D. C., Garg, S. & Marculescu, D., 2013, 2013 IEEE International Symposium on Circuits and Systems, ISCAS 2013. p. 541-544 4 p. 6571900. (Proceedings - IEEE International Symposium on Circuits and Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    IC Decamouaging: Reverse Engineering Camouflaged ICs within Minutes.

    El Massad, M., Garg, S. & Tripunitara, M. V., 2015, Proceedings - Network and Distributed System Security Symposium (NDSS). p. 1-14 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    HaDeS: Architectural synthesis for heterogeneous dark silicon chip multi-processors

    Turakhia, Y., Raghunathan, B., Garg, S. & Marculescu, D., 2013, Proceedings of the 50th Annual Design Automation Conference, DAC 2013. p. 1-6 6 p. 173. (Proceedings - Design Automation Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution