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Siddharth Garg

Assistant Professor

    20042020

    Research output per year

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    Research Output

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    2017

    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

    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

    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

    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