No photo of Siddharth Garg

Siddharth Garg

Assistant Professor

    20042020

    Research output per year

    If you made any changes in Pure these will be visible here soon.

    Research Output

    Filter
    Conference 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

    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

    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

    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

    EmPower: FPGA based rapid prototyping of dynamic power management algorithms for multi-processor systems on chip

    Ravishankar, C., Ananthanarayan, S., Garg, S. & Kennings, A., 2012, Proceedings - 22nd International Conference on Field Programmable Logic and Applications, FPL 2012. p. 41-48 8 p. 6339239. (Proceedings - 22nd International Conference on Field Programmable Logic and Applications, FPL 2012).

    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

    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

    Custom Feedback Control: Enabling truly scalable on-chip power management for MPSoCs

    Garg, S., Marculescu, D. & Marculescu, R., 2010, ISLPED'10 - Proceedings of the 16th ACM/IEEE International Symposium on Low-Power Electronics and Design. p. 425-430 6 p. (Proceedings of the International Symposium on Low Power Electronics and Design).

    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

    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

    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

    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

    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

    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

    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

    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

    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

    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

    Analysis and evaluation of greedy thread swapping based dynamic power management for MPSoC platforms

    Ravishankar, C., Ananthanarayanan, S., Garg, S. & Kennings, A., 2012, Proceedings of the 13th International Symposium on Quality Electronic Design, ISQED 2012. p. 617-624 8 p. 6187557. (Proceedings - International Symposium on Quality Electronic Design, ISQED).

    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

    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

    3D-GCP: an analytical model for the impact of process variations on the critical path delay distribution of 3D ICs

    Garg, S. & Marculescu, D., 2009, Proceedings of the 10th International Symposium on Quality Electronic Design, ISQED 2009. p. 147-155 9 p. 4810285. (Proceedings of the 10th International Symposium on Quality Electronic Design, ISQED 2009).

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