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Siddharth Garg

Assistant Professor

    20042020

    Research output per year

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    Research Output

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    2020

    Anomaly Detection in Embedded Systems Using Power and Memory Side Channels

    Park, J., Surabhi, V. R., Krishnamurthy, P., Garg, S., Karri, R. & Khorrami, F., May 2020, Proceedings - 2020 IEEE European Test Symposium, ETS 2020. Institute of Electrical and Electronics Engineers Inc., 9131596. (Proceedings of the European Test Workshop; vol. 2020-May).

    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

    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

    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

    2019

    A Concentration of Measure Approach to Database De-anonymization

    Shirani, F., Garg, S. & Erkip, E., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2748-2752 5 p. 8849392. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

    Adaptive Adversarial Videos on Roadside Billboards: Dynamically Modifying Trajectories of Autonomous Vehicles

    Patel, N., Krishnamurthy, P., Garg, S. & Khorrami, F., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers Inc., p. 5916-5921 6 p. 8968267. (IEEE International Conference on Intelligent Robots and Systems).

    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

    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

    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

    2018

    Analyzing and mitigating the impact of permanent faults on a systolic array based neural network accelerator

    Zhang, J., Gu, T., Basu, K. & Garg, S., May 29 2018, Proceedings - 2018 IEEE 36th VLSI Test Symposium, VTS 2018. IEEE Computer Society, p. 1-6 6 p. (Proceedings of the IEEE VLSI Test Symposium; vol. 2018-April).

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

    An information theoretic framework for active de-anonymization in social networks based on group memberships

    Shirani, F., Garg, S. & Erkip, E., Jan 17 2018, 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017. Institute of Electrical and Electronics Engineers Inc., p. 470-477 8 p. (55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017; vol. 2018-January).

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

    FATE: Fast and accurate timing error prediction framework for low power DNN accelerator design

    Zhang, J. J. & Garg, S., Nov 5 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2018 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., a24. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

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

    Fine-pruning: Defending against backdooring attacks on deep neural networks

    Liu, K., Dolan-Gavitt, B. & Garg, S., 2018, Research in Attacks, Intrusions, and Defenses - 21st International Symposium, RAID 2018, Proceedings. Bailey, M., Ioannidis, S., Stamatogiannakis, M. & Holz, T. (eds.). Springer Verlag, p. 273-294 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11050 LNCS).

    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

    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

    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

    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

    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

    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

    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

    2017

    BandiTS: Dynamic timing speculation using multi-armed bandit based optimization

    Zhang, J. J. & Garg, S., May 11 2017, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017. Institute of Electrical and Electronics Engineers Inc., p. 922-925 4 p. 7927121. (Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017).

    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

    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

    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 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

    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

    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

    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

    2016

    Analysis of energy-and SoC-neutral contracts for frequency regulation with energy storage

    Fooladivanda, D., Rosenberg, C. & Garg, S., Mar 17 2016, 2015 IEEE International Conference on Smart Grid Communications, SmartGridComm 2015. Institute of Electrical and Electronics Engineers Inc., p. 743-749 7 p. 7436390. (2015 IEEE International Conference on Smart Grid Communications, SmartGridComm 2015).

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

    Can flexible, domain specific programmable logic prevent IP theft?

    Cui, X., Wu, K., Garg, S. & Karri, R., Oct 25 2016, 2016 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2016. Institute of Electrical and Electronics Engineers Inc., p. 153-157 5 p. 7684088. (2016 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2016).

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

    Energy-efficient computing from systems-on-chip to micro-server and data centers

    Bogdan, P., Garg, S. & Ogras, U. Y., Jan 26 2016, 2015 6th International Green and Sustainable Computing Conference. Institute of Electrical and Electronics Engineers Inc., 7393686. (2015 6th International Green and Sustainable Computing Conference).

    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

    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

    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

    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

    2015

    An analysis of energy storage and regulation

    Fooladivanda, D., Rosenberg, C. & Garg, S., Jan 12 2015, 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014. Institute of Electrical and Electronics Engineers Inc., p. 91-96 6 p. 7007628. (2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014).

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

    Dark silicon - From computation to communication

    Henkel, J., Bukhari, H., Garg, S., Khan, M. U. K., Khdr, H., Kriebel, F., Ogras, U., Parameswaran, S. & Shafique, M., Sep 28 2015, Proceedings - 2015 9th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2015. Marculescu, D., Ivanov, A., Pande, P. P. & Flich, J. (eds.). Association for Computing Machinery, Inc, 2788707. (Proceedings - 2015 9th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2015).

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

    Energy efficient scheduling for web search on heterogeneous microservers

    Jain, S., Navale, H., Ogras, U. & Garg, S., Sep 21 2015, Proceedings of the International Symposium on Low Power Electronics and Design, ISLPED 2015. Institute of Electrical and Electronics Engineers Inc., p. 177-182 6 p. 7273510. (Proceedings of the International Symposium on Low Power Electronics and Design; vol. 2015-September).

    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

    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

    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

    2014

    Dark silicon as a challenge for hardware/software co-design

    Shafique, M., Garg, S., Mitra, T., Parameswaran, S. & Henkel, J., Oct 12 2014, 2014 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2014. Association for Computing Machinery, Inc, a13. (2014 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2014).

    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

    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

    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

    2013

    Cherry-picking: Exploiting process variations in dark-silicon homogeneous chip multi-processors

    Raghunathan, B., Turakhia, Y., Garg, S. & Marculescu, D., 2013, Proceedings - Design, Automation and Test in Europe, DATE 2013. Institute of Electrical and Electronics Engineers Inc., p. 39-44 6 p. 6513469. (Proceedings -Design, Automation and Test in Europe, DATE).

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

    Cross-layer reliability modeling and optimization for embedded systems under process variations

    Garg, S., Gupta, P., Patel, H. D. & Shafique, M., 2013, 2013 Proceedings of the International Conference on Embedded Software, EMSOFT 2013. IEEE Computer Society, 6658578. (2013 Proceedings of the International Conference on Embedded Software, EMSOFT 2013).

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

    Cross-layer reliability modeling and optimization for embedded systems under process variations

    Garg, S., Gupta, P., Patel, H. D. & Shafique, M., 2013, 2013 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2013. IEEE Computer Society, 6658987. (2013 International Conference on Hardware/Software Codesign and System Synthesis, CODES+ISSS 2013).

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

    Cross-layer reliability modeling and optimization for embedded systems under process variations

    Garg, S., Gupta, P., Patel, H. D. & Shafique, M., 2013, 2013 International Conference on Compilers, Architecture and Synthesis for Embedded Systems, CASES 2013. IEEE Computer Society, 6662504. (2013 International Conference on Compilers, Architecture and Synthesis for Embedded Systems, CASES 2013).

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