Photo of Swaroop Ghosh

Swaroop Ghosh

Associate Professor

Affiliation(s):

  • School of Electrical Engineering and Computer Science
  • Electrical Engineering
  • Computer Science and Engineering

227E Electrical Engineering West

szg212@psu.edu

814-865-1298

Personal or Departmental Website

Research Areas:

Data Science and Artificial Intelligence; Integrated Circuits and Systems; Security and Privacy

Interest Areas:

Quantum computing, hardware security, artificial intelligence for drug discovery and autonomous systems, emerging non-volatile memory

 
 

 

Education

  • BE, Indian Institute of Technology, Roorkee, India, 2000
  • MS, University of Cincinnati, 2004
  • Ph D, Purdue University, 2008

Publications

Books

  • Swaroop Ghosh, 2018, Sensing of Non-Volatile Memory Demystified, Springer, pp. 107

Journal Articles

  • Kai Wang, Junde Li and Swaroop Ghosh, 2023, "Retina-Inspired Narrowband Perovskite Sensor Array for Panchromatic Imaging", Advances in Science, pp. 10
  • Satwik Kundu, Rupshali Roy, Saifur Rahman, Suryansh Upadhyay, Rasit Topaloglu, Suzanne Mohney, Shengxi Huang and Swaroop Ghosh, 2023, "Exploring Topological Semimetals for Interconnects", Journal of Low Power Electronics and Applications, pp. 12
  • Junde Li, Collin Beaudoin and Swaroop Ghosh, 2023, "Energy-based Generative Models for Target-specific Drug Discovery", Frontiers in Molecular Medicine-Bioinformatics and Artificial Intelligence for Molecular Medicine, pp. 10
  • Koustubh Phalak and Swaroop Ghosh, 2023, "Trainable PQC-based QRAM for Quantum Storage", IEEE Access, pp. 10
  • Koustubh Phalak and Swaroop Ghosh, 2023, "Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training", IEEE Access, pp. 10
  • Karthikeyan Nagarajan, Sina Sayyah, Sachhidh Kannan and Swaroop Ghosh, 2023, "SCANN: Side Channel Analysis of Spiking Neural Networks", MDPI Cryptography, pp. 10
  • Koustubh Phalak, Avimita Chatterjee and Swaroop Ghosh, 2023, "Quantum Random Access Memory for Dummies", MDPI Sensors, pp. 13
  • Karthikeyan Nagarajan, Nasim Imtiaz Khan and Swaroop Ghosh, 2022, "ENTT/ENTTR: A Family of Improved Emerging NVM-based Trojan Triggers and Resets", Frontiers in Nanotechnology, pp. 6
  • Sina Sayyah and Swaroop Ghosh, 2022, "Addressing Resiliency of In-Memory Floating Point Computation", IEEE Transactions on Very Large Scale Integration Systems, pp. 15
  • Mahabubul Alam and Swaroop Ghosh, 2022, "QNet: A Scalable and Noise-Resilient Quantum Neural Network Architecture for Noisy Intermediate-Scale Quantum Computers", Frontiers in Physics, pp. 15
  • Junde Li and Swaroop Ghosh, 2022, "Large-scale Quantum Approximate Optimization via Divide-and-Conquer", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, pp. 10
  • Karthik Nagarajan, Nasim Imtiaz Khan and Swaroop Ghosh, 2021, "SecNVM: Power Side-Channel Elimination using On-chip Capacitors for Highly Secure Emerging NVM", IEEE Transactions on Very Large Scale Integration Systems, pp. 13
  • Nasim Imtiaz Khan and Swaroop Ghosh, 2021, "Comprehensive Study of Security and Privacy of Emerging Non-Volatile Memories", Journal of low power electronics and applications, pp. 40
  • Koustubh Phalak, Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2021, "Quantum PUF for Security and Trust in Quantum Computing", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, pp. 10
  • Nasim Imtiaz Khan, Shivam Bhasin, Bo Liu, Alex Yuan, Anupam Chattopadhyay and Swaroop Ghosh, 2021, "Comprehensive Study of Side-Channel Attack on Emerging Non-Volatile Memories", Journal of Low Power Electronics and Applications, pp. 12
  • Abdullah Ash Saki, Rasit Topaloglu and Swaroop Ghosh, 2021, "Shuttle-Exploiting Attacks and Their Defenses in Trapped-Ion Quantum Computers", IEEE Access, pp. 14
  • Sina Sayyah and Swaroop Ghosh, 2021, "SCARE: Side Channel Attack on In-Memory Computing for Reverse Engineering", IEEE Transactions on Very Large Scale Integration Systems, pp. 15
  • Junde Li, Rasit Topaloglu and Swaroop Ghosh, 2021, "Quantum generative models for small molecule drug discovery", IEEE Transactions on Quantum Engineering (TQE), pp. 9
  • Nasim Imtiaz Khan, Sung Hao Lin, Abdullah Ash Saki, Chak Yuen Chen and Swaroop Ghosh, 2021, "A morphable physically unclonable function and true random number generator using a commercial magnetic memory", Journal of Low Power Electronics and Applications, pp. 10
  • Jinil Chung, Woong Choi, Jongsun Park and Swaroop Ghosh, 2020, "Domain Wall Memory based Design of Deep Neural Network Convolutional Layers", IEEE Access, pp. 15
  • Nasim Imtiaz Khan, Asmit De and Swaroop Ghosh, 2020, "Cache-Out: Leaking Cache Memory Using Hardware Trojan", IEEE Transactions on Very Large Scale Integration Systems, pp. 13
  • Asmit De, Karthik Nagarajan, Nasim Imtiaz Khan and Swaroop Ghosh, 2020, "HarTBleed: Using Hardware Trojans for Data Leakage Exploits", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, pp. 12
  • Abdullah Ash Saki and Swaroop Ghosh, 2020, "Experimental Characterization, Modeling, and Analysis of Crosstalk in a Quantum Computer", IEEE Transactions on Quantum Engineering (TQE), pp. 4
  • Sina Sayyah and Swaroop Ghosh, 2020, "ReLOPE: Resistive RAM based Linear First Order Partial Differential Equation Solver", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, pp. 5
  • Asmit De, Aditya Basu, Swaroop Ghosh and Trent R Jaeger, 2020, "Hardware Assisted Buffer Protection Mechanisms for Embedded RISC-V", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, pp. 13
  • Seyedhamidreza Motaman, Swaroop Ghosh and Jongsun Park, 2019, "Test Methodologies for Supervised Machine Learning Accelerators", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, pp. 10
  • Dongyeob Shin, Wonseok Choi, Jongsun Park and Swaroop Ghosh, 2019, "Sensitivity based Error Resilient Techniques with Heterogeneous Multiply-Accumulate Unit for Voltage Scalable Deep Neural Network", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 63, (1), pp. 91–102
  • Srivatsa Srinivasa, Akshay Krishna Ramanathan, Xueqing Li, Wei-Hao Chen, Fu-Kuo Hsueh, Chih-Chao Yang, Chang-Hong Shen, Jia-Min Shieh, Sumeet Gupta, Meng-Fan Marvin Chang, Swaroop Ghosh, Jack Sampson and Vijaykrishnan Narayanan, 2019, "ROBIN: Monolithic-3D SRAM for Enhanced Robustness with In-Memory Computation Support", IEEE Transactions on Circuits and Systems-1, pp. 14
  • Abdullah Ash Saki, Sung Hao Lin, Mahabubul Alam, Sandeep Thirumala, Swaroop Ghosh and Sumeet Gupta, 2019, "A Family of Compact Non-Volatile Flip-Flops with Ferroelectric FET", IEEE Trans. on Circuits and Systems I: Regular Papers, pp. 11
  • Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2019, "Analysis of Quantum Approximate Optimization Algorithm under Realistic Noise in Superconducting Qubits", pp. 6
  • Mohammad Nasim Imtiaz Khan, Asmit De and Swaroop Ghosh, 2019, "RF-Trojan: Leaking Kernel Data Using Register File Trojan", arXiv preprint arXiv:1904.07144, pp. 1–12
  • Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2019, "Study of Decoherence in Quantum Computers: A Circuit-Design Perspective", pp. 6
  • Anupam Chattopadhyay, Swaroop Ghosh, Debdeep Mukhopadhyay and Wayne Burleson, 2019, "Guest Editorial Special Section on Security Challenges and Solutions With Emerging Computing Technologies", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, pp. 4
  • Jae-won Jang, Asmit De, Anirudh Iyengar, Deepak Vontela, Ithihasa Reddy and Swaroop Ghosh, 2018, "Threshold-defined Logic and Interconnect for Protection against Reverse Engineering", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, pp. 14
  • Rekha Govindaraj, Swaroop Ghosh and Srinivas Katkoori, 2018, "Design, Analysis and Application of Embedded Resistive RAM based Strong Arbiter PUF", IEEE Trans. on Dependable and Secure Computing, pp. 12
  • Swaroop Ghosh, Rashmi Jha, Anirudh Iyengar and Rekha Govindraj, 2018, "Design Space Exploration for Selector Diode-STTRAM Crossbar Arrays", IEEE Transactions on Magnetics, pp. 6
  • Anirudh Iyengar, Swaroop Ghosh and Nitin Rathi, 2018, "Magnetic Tunnel Junction Reliability Assessment Under Process Variations and Activity Factors and Mitigation Techniques", Journal of Low Power Electronics, pp. 10
  • Mohammad Nasim Imtiaz Khan, Anirudh S Iyengar and Swaroop Ghosh, 2018, "Novel Magnetic Burn-In for Retention and Magnetic Tolerance Testing of STTRAM", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, pp. 10
  • Rekha Govindaraj, Swaroop Ghosh and Srinivas Katkoori, 2018, "CSRO based Reconfigurable True Random Number Generator using RRAM", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, pp. 12
  • Jae-Won Jang and Swaroop Ghosh, 2017, "A Novel Interconnect Camouflaging Technique using Transistor Threshold Voltage", arXiv preprint arXiv:1705.02707
  • Seyedhamidreza Motaman, Swaroop Ghosh and Nitin Rathi, 2017, "Cache Bypassing and Checkpointing to Circumvent Data Security Attacks on STTRAM", IEEE Transactions on Emerging Topics in Computing, pp. 10
  • Rekha Govindaraj and Swaroop Ghosh, 2017, "Design and Analysis of STTRAM-Based Ternary Content Addressable Memory Cell", ACM Journal on Emerging Technologies in Computing Systems (JETC), 13, (4), pp. 52
  • Seyedhamidreza Motaman, Swaroop Ghosh and Jaydeep Kulkarni, 2017, "Impact of Process Variation on Self-Reference Sensing Scheme and Adaptive Current Modulation for Robust STTRAM Sensing", ACM Journal on Emerging Technologies in Computing Systems (JETC), 14, (1), pp. 8
  • Asmit De, Mohammad Nasim Imtiaz Khan, Jongsun Park and Swaroop Ghosh, 2017, "Replacing eFlash with STTRAM in IoTs: Security Challenges and Solutions", Journal of Hardware and Systems Security, pp. 1–12
  • Seyedhamidreza Motaman, Swaroop Ghosh and Jaydeep P Kulkarni, 2017, "VFAB: A Novel 2-Stage STTRAM Sensing Using Voltage Feedback and Boosting", IEEE Transactions on Circuits and Systems I: Regular Papers
  • Swaroop Ghosh, Rajiv Joshi, Dinesh Somasekhar and Xin Li, 2016, "EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS"
  • Seyedhamidreza Motaman and Swaroop Ghosh, 2016, "Adaptive write and shift current modulation for process variation tolerance in domain wall caches", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 24, (3), pp. 944–953
  • Asmit De, Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2016, "Attack resilient architecture to replace embedded Flash with STTRAM in homogeneous IoTs", arXiv preprint arXiv:1606.00467
  • Nitin Rathi, Asmit De, Helia Naeimi and Swaroop Ghosh, 2016, "Cache bypassing and checkpointing to circumvent data security attacks on STTRAM", arXiv preprint arXiv:1603.06227
  • Jinil Chung, Kenneth Ramclam, Jongsun Park and Swaroop Ghosh, 2016, "Exploiting serial access and asymmetric read/write of domain wall memory for area and energy-efficient digital signal processor design", IEEE Transactions on Circuits and Systems I: Regular Papers, 63, (1), pp. 91–102
  • Swaroop Ghosh, Rajiv V Joshi, Dinesh Somasekhar and Xin Li, 2016, "Guest Editorial Emerging Memories?Technology, Architecture and Applications (First Issue)", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 6, (2), pp. 105–108
  • Mohammad Nasim Imtiaz Khan, Swaroop Ghosh, Radha Krishna Aluru and Rashmi Jha, 2016, "Multi-Bit Read and Write Methodologies for Diode-STTRAM Crossbar Array", arXiv preprint arXiv:1606.00470
  • Swaroop Ghosh, Anirudh Iyengar, Seyedhamidreza Motaman, Rekha Govindaraj, Jae-Won Jang, Jinil Chung, Jongsun Park, Xin Li, Rajiv Joshi and Dinesh Somasekhar, 2016, "Overview of Circuits, Systems, and Applications of Spintronics", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 6, (3), pp. 265–278
  • Anirudh Iyengar, Swaroop Ghosh and Srikant Srinivasan, 2016, "Retention Testing Methodology for STTRAM", IEEE Design & Test, 33, (5), pp. 7–15
  • Swaroop Ghosh and Kenneth Ramclam, 2016, "Robust Self-Collapsing Level-Shifter for Wide Voltage Operation", Journal of Low Power Electronics, 12, (2), pp. 117–123
  • Nitin Rathi, Helia Naeimi and Swaroop Ghosh, 2016, "Side channel attacks on STTRAM and low-overhead countermeasures", arXiv preprint arXiv:1603.06675
  • Anirudh Iyengar, Swaroop Ghosh, Kenneth Ramclam, Jae-Won Jang and Cheng-Wei Lin, 2016, "Spintronic PUFs for Security, Trust, and Authentication", ACM Journal on Emerging Technologies in Computing Systems (JETC), 13, (1), pp. 4
  • Swaroop Ghosh, 2016, "Spintronics and Security: Prospects, Vulnerabilities, Attack Models, and Preventions", Proceedings of the IEEE, 104, (10), pp. 1864–1893
  • Walden Rhines, Anne Cirkel, Krithi Ramamritham, Xiaobo Sharon Hu, Jiang Hu, Peng Li, Chris Rowen, Shupeng Sun, Xin Li, Hongzhou Liu and others, 2015, "2015 PHIL KAUFMAN AWARD FOR DISTINGUISHED CONTRIBUTIONS TO EDA", Space, 34, (7), pp. 1096–1109
  • Fatih Hamzaoglu, Umut Arslan, Nabhendra Bisnik, Swaroop Ghosh, Manoj B Lal, Nick Lindert, Mesut Meterelliyoz, Randy B Osborne, Joodong Park, Shigeki Tomishima and others, 2015, "A 1 Gb 2 GHz 128 Gb/s bandwidth embedded DRAM in 22 nm tri-gate CMOS technology", IEEE Journal of Solid-State Circuits, 50, (1), pp. 150–157
  • Anirudh Srikant Iyengar, Swaroop Ghosh and Kenneth Ramclam, 2015, "Domain wall magnets for embedded memory and hardware security", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 5, (1), pp. 40–50
  • Seyedhamidreza Motaman, Anirudh Srikant Iyengar and Swaroop Ghosh, 2015, "Domain wall memory-layout, circuit and synergistic systems", IEEE Transactions on Nanotechnology, 14, (2), pp. 282–291
  • Robert Karam, Ruchir Puri, Swaroop Ghosh and Swarup Bhunia, 2015, "Emerging trends in design and applications of memory-based computing and content-addressable memories", Proceedings of the IEEE, 103, (8), pp. 1311–1330
  • Swaroop Ghosh, Abhishek Basak and Swarup Bhunia, 2015, "How secure are printed circuit boards against trojan attacks?", IEEE Design & Test, 32, (2), pp. 7–16
  • Sandip Tiwari, 2015, "Memories in the Future of Information Processing", Proceedings of the IEEE, 103, (8), pp. 1247–1249
  • Anirudh Srikant Iyengar, Swaroop Ghosh and Jae-Won Jang, 2015, "MTJ-based state retentive flip-flop with enhanced-scan capability to sustain sudden power failure", IEEE Transactions on Circuits and Systems I: Regular Papers, 62, (8), pp. 2062–2068
  • Cheng-Wei Lin, Jae-Won Jang and Swaroop Ghosh, 2015, "Schmitt-Trigger-based Recycling Sensor and Robust and High-Quality PUFs for Counterfeit IC Detection", arXiv preprint arXiv:1505.03213
  • Anirudh Iyengar and Swaroop Ghosh, 2015, "Threshold voltage-defined switches for programmable gates", arXiv preprint arXiv:1512.01581
  • Jayita Das and Swaroop Ghosh, 2014, "Energy barrier model of SRAM for improved energy and error rates", IEEE Transactions on Circuits and Systems I: Regular Papers, 61, (8), pp. 2299–2308
  • Swaroop Ghosh, 2014, "Modeling of retention time for high-speed embedded dynamic random access memories", IEEE Transactions on Circuits and Systems I: Regular Papers, 61, (9), pp. 2596–2604
  • Saibal Mukhopadhyay, Abhijit Chatterjee, Sudhakar Yalamanchili and Swaroop Ghosh, 2013, "Energy-efficient Adaptive Circuits and Systems"
  • Swaroop Ghosh and Kaushik Roy, 2011, "Novel low overhead post-silicon self-correction technique for parallel prefix adders using selective redundancy and adaptive clocking", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 19, (8), pp. 1504–1507
  • Swaroop Ghosh and Kaushik Roy, 2010, "Parameter variation tolerance and error resiliency: New design paradigm for the nanoscale era", Proceedings of the IEEE, 98, (10), pp. 1718–1751
  • Patrick Ndai, Nauman Rafique, Mithuna Thottethodi, Swaroop Ghosh, Swarup Bhunia and Kaushik Roy, 2010, "Trifecta: A Nonspeculative Scheme to Exploit Common, Data-Dependent Subcritical Paths.", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 18, (1), pp. 53–65
  • Swaroop Ghosh, Debabrata Mohapatra, Georgios Karakonstantis and Kaushik Roy, 2010, "Voltage scalable high-speed robust hybrid arithmetic units using adaptive clocking", IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 18, (9), pp. 1301–1309
  • Jing Li, Aditya Bansal, Swaroop Ghosh and Kaushik Roy, 2008, "An alternate design paradigm for low-power, low-cost, testable hybrid systems using scaled LTPS TFTs", ACM Journal on Emerging Technologies in Computing Systems (JETC), 4, (3), pp. 13
  • CHANG WEN CHEN, HAMID GHARAVI and THOMAS SIKORA, 2008, "IEEE CIRCUITS AND SYSTEMS SOCIETY"
  • Swaroop Ghosh, Swarup Bhunia and Kaushik Roy, 2007, "CRISTA: A new paradigm for low-power, variation-tolerant, and adaptive circuit synthesis using critical path isolation", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 26, (11), pp. 1947–1956
  • Swaroop Ghosh, Swarup Bhunia and Kaushik Roy, 2007, "Low-power and testable circuit synthesis using Shannon decomposition", ACM Transactions on Design Automation of Electronic Systems (TODAES), 12, (4), pp. 47
  • Swaroop Ghosh, Swarup Bhunia, Arijit Raychowdhury and Kaushik Roy, 2006, "A novel delay fault testing methodology using low-overhead built-in delay sensor", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 25, (12), pp. 2934–2943
  • Vinod Narayanan, Swaroop Ghosh, W-B Jone and Sunil R Das, 2005, "A built-in self-testing method for embedded multiport memory arrays", IEEE Transactions on Instrumentation and Measurement, 54, (5), pp. 1721–1738
  • JH Jiang, W-B Jone, Shih-Chieh Chang and Swaroop Ghosh, 2003, "Embedded core test generation using broadcast test architecture and netlist scrambling", IEEE Transactions on Reliability, 52, (4), pp. 435–443
  • Abdullah Ash Saki, Nasim Imtiaz Khan, Xinyang Mu and Swaroop Ghosh, , "Reconfigurable and Dense Analog Circuit Design Using Two Terminal Resistive Memories.", IEEE Trans. on Emerging Topics in Computing, pp. 12
  • Nasim Imtiaz Khan and Swaroop Ghosh, , "Test Methodologies and Test Time Compression for Emerging Non-Volatile Memory", IEEE Trans. on Reliability, pp. 12

Conference Proceedings

  • Subrata Das, Avimita Chatterjee and Swaroop Ghosh, 2023, "SoK: A First Order Survey of Quantum Supply Dynamics and Threat Landscapes", pp. 13
  • Avimita Chatterjee, Koustubh Phalak and Swaroop Ghosh, 2023, "Quantum Error Correction For Dummies", pp. 13
  • Mahabubul Alam and Swaroop Ghosh, 2023, "Knowledge Distillation in Quantum Neural Network using Approximate Synthesis", pp. 6
  • Satwik Kundu, Collin Beaudoin, Rasit Topaloglu and Swaroop Ghosh, 2022, "Quantum Machine Learning for Material Synthesis and Hardware Security", pp. 6
  • Koustubh Phalak and Swaroop Ghosh, 2022, "Approximate Quantum Random Access Memory Architectures", IEEE International Conference on Computer Design, pp. 10
  • Suryansh Upadhyay, Abdullah Ash Saki, Rasit Topaloglu and Swaroop Ghosh, 2022, "A Shuttle-Efficient Qubit Mapper for Trapped-Ion Quantum Computers", pp. 6
  • Satwik Kundu and Swaroop Ghosh, 2022, "Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses", pp. 6
  • Mehdi Sadi, Yi He, Yanjing Li, Mahabubul Alam, Satwik Kundu, Swaroop Ghosh and Nagmeh Karimi, 2022, "Special Session: On the Reliability of Conventional and Quantum Neural Network Hardware", pp. 6
  • Upadhyay Upadhyay and Swaroop Ghosh, 2022, "Robust and Secure Hybrid Quantum-Classical Computation on Untrusted Cloud-Based Quantum Hardware", pp. 10
  • Junde Li and Swaroop Ghosh, 2022, "Scalable Variational Quantum Circuits for Autoencoder-Based Drug Discovery", IEEE Design, Automation and Test in Europe Conference (DATE), pp. 6
  • Karthikeyan Nagarajan, Sina Sayyah, Nasim Imtiaz Khan, Sachhidh Kannan and Swaroop Ghosh, 2022, "Analysis of Power-Oriented Fault Injection Attacks on Spiking Neural Networks", IEEE Design, Automation and Test in Europe Conference (DATE), pp. 6
  • Abdullah Ash Saki, Rasit Topaloglu and Swaroop Ghosh, 2022, "Muzzle the Shuttle: Efficient Compilation for Multi-Trap Trapped-Ion Quantum Computers", pp. 6
  • Mahabubul Alam and Swaroop Ghosh, 2022, "DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification", pp. 6
  • Asmit De, Swaroop Ghosh and Trent R Jaeger, 2022, "HeapSafe: Securing Unprotected Heaps in RISC-V", pp. 6
  • Amy V Farris, Anna Kim, Junde Li and Swaroop Ghosh, 2021, "Situating a Middle/High School Introduction to Quantum Computing in Advanced Quantum Drug Discovery Efforts", pp. 15
  • Yixin Xiong, Stephen Porter and Swaroop Ghosh, 2021, "A Reconfigurable and Modular Hardware for Remote Learning of Analog Circuit Design", pp. 10
  • Junde Li, Mahabubul Alam, Congzhou Sha, Jian Wang, Nikolay Dokholyan and Swaroop Ghosh, 2021, "Drug discovery approaches using quantum machine learning", pp. 6
  • Abdullah Ash Saki, Aakarshitha Suresh, Rasit Topaloglu and Swaroop Ghosh, 2021, "Split Compilation for Security of Quantum Circuits", pp. 6
  • Mahabubul Alam, Satwik Kundu, Rasit Topaloglu and Swaroop Ghosh, 2021, "Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)", pp. 6
  • Abdullah Ash Saki, Mahabubul Alam, Aakarshitha Suresh, Koustubh Phalak, Rasit Topaloglu and Swaroop Ghosh, 2021, "A Survey and Tutorial on Security and Resilience of Quantum Computing", pp. 10
  • Aakarshitha Suresh, Abdullah Ash Saki, Mahabubul Alam, Rasit Topaloglu and Swaroop Ghosh, 2021, "A quantum circuit obfuscation methodology for security and privacy", pp. 10
  • Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2021, "Impact of Noise on the Resilience and the Security of Quantum Computing", pp. 6
  • Navyata Gattu, Asmit De and Swaroop Ghosh, 2020, "Power side channel attack analysis and detection", pp. 6
  • Asmit De, Nasim Imtiaz Khan and Swaroop Ghosh, 2020, "Hands-On Cybersecurity Curriculum using a Modular Training Kit", pp. 10
  • Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2020, "Design-Space Exploration of Quantum Approximate Optimization Algorithm under Noise", pp. 4
  • Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2020, "Improving Reliability of Quantum True Random Number Generator using Machine Learning", pp. 6
  • Junde Li, Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2020, "Hierarchical Improvement of Quantum Approximate Optimization Algorithm for Object Detection", pp. 6
  • Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2020, "Multi-Bit Read and Write Methodologies for Diode-STTRAM Crossbar Array", pp. 6
  • Junde Li, Navyata Gattu and Swaroop Ghosh, 2020, "FAuto: An Efficient GMM-HMM FPGA Implementation for Behavior Estimation in Autonomous Systems", pp. 8
  • Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2020, "An Efficient Circuit Compilation Flow for Quantum Approximate Optimization Algorithm", pp. 6
  • Ling Qiu, Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2020, "Resiliency Analysis and Improvement of Variational Quantum Factoring in Superconducting Qubit", pp. 6
  • Karthik Ranganathan, Asmit De, Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2020, "TrappeD: DRAM Trojan Designs for Information Leakage and Fault Injection Attacks", pp. 6
  • Karthik Nagarajan, Nasim Imtiaz Khan and Swaroop Ghosh, 2020, "SecNVM: Power Side-Channel Elimination using On-chip Capacitors for Emerging NVM", SRC TECHCON, pp. 6
  • Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2020, "Noise Resilient Compilation Policies for Quantum Approximate Optimization Algorithm", pp. 6
  • Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2020, "Assuring Security and Reliability of Emerging Non-Volatile Memories", pp. 10
  • Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2020, "Circuit Compilation Methodologies for Quantum Approximate Optimization Algorithm", pp. 12
  • Junde Li and Swaroop Ghosh, 2020, "Quantum-soft QUBO Suppression for Accurate Object Detection", pp. 12
  • Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2020, "Analysis of crosstalk in NISQ devices and security implications in multi-programming regime", pp. 6
  • Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2020, "Accelerating Quantum Approximate Optimization Algorithm using Machine Learning", pp. 6
  • Karthik Ranganathan, Sina Sayyah, Asmit De, Nasim Imtiaz Khan and Swaroop Ghosh, 2020, "Recent Advances in Emerging Technology-based Security Primitives, Attacks and Mitigation", pp. 6
  • Nasim Imtiaz Khan, Sung Hao Lin, Abdullah Ash Saki, Chak Yuen Chen and Swaroop Ghosh, 2020, "A Morphable Physically Unclonable Function and True Random Number Generator using a Commercial Magnetic Memory", pp. 6
  • Karthik Ranganathan, Mohammad Nasim Imtiaz Khan, Sina Sayyah, Abdullah-Ash Saki and Swaroop Ghosh, 2019, "Meeting the Conflicting Goals of Low-Power and Resiliency Using Emerging Memories", pp. 6
  • Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2019, "QURE: Qubit Re-allocation in Noisy Intermediate-Scale Quantum Computers", pp. 6
  • Asmit De, Aditya Basu, Swaroop Ghosh and Trent R Jaeger, 2019, "FIXER: Flow Integrity Extensions for Embedded RISC-V", pp. 6
  • Mohammad Nasim Imtiaz Khan, Karthik Ranganathan and Swaroop Ghosh, 2019, "Hardware Trojans in Emerging Non-Volatile Memories", pp. 6
  • Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2019, "Addressing Temporal Variations in Qubit Quality Metrics for Parameterized Quantum Circuits", pp. 6
  • Karthik Ranganathan, Sina Sayyah, Mohammad Nasim Imtiaz Khan, Swaroop Ghosh and Anupam Chattopadhyay, 2019, "SHINE: A Novel SHA-3 Implementation using ReRAM-based In-memory computing", pp. 6
  • Mohammad Nasim Imtiaz Khan, Karthik Ranganathan and Swaroop Ghosh, 2019, "ENTT: A Family of Emerging NVM-based Trojan Triggers", pp. 6
  • Mahabubul Alam and Swaroop Ghosh, 2019, "TOIC: Timing Obfuscated Integrated Circuits", pp. 6
  • Dongyeb Shin, Jongsun Park and Swaroop Ghosh, 2019, "Sensitivity based Error Resilient Techniques for Energy Efficient Deep Neural Network Accelerators", pp. 6
  • Sina Sayyah and Swaroop Ghosh, 2019, "In-Memory Floating Point Computations for Autonomous Systems", pp. 8
  • Debjyoti Bhattacharjee, Abdullah-Ash Saki, Mahabubul Alam, Anupam Chattopadhyay and Swaroop Ghosh, 2019, "MUQUT: Multi-Constraint Quantum Circuit Mapping on NISQ Computers", pp. 6
  • Mahabubul Alam, Yimin Ding, Xingjie Ni and Swaroop Ghosh, 2019, "Logic Obfuscation Using Metasurface Holography", pp. 6
  • Karthik Ranganathan, Sina Sayyah, Swagata Mandal, Anupam Chattopadhyay and Swaroop Ghosh, 2019, "iMACE: In-Memory Acceleration of Classic McEliece Encoder", pp. 6
  • Wenhui Zhang, Asmit De, Peng Liu and Swaroop Ghosh, 2019, "Armor PLC: A Platform for Cyber Security Threats Assessments for PLCs", pp. 6
  • Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2018, "Test of Supply Noise for Emerging Non-Volatile Memory", pp. 10
  • Abdullah Ash Saki and Swaroop Ghosh, 2018, "How Multi-threshold Designs Can Protect Analog IPs", pp. 8
  • Hamid Motaman and Swaroop Ghosh, 2018, "Dynamic Computing in Memory (DCIM) in Resistive Crossbar Arrays", pp. 8
  • Anirudh Iyengar, Deepak Vontela, Ithihasa Reddy, Swaroop Ghosh, Hamid Motaman and Jae-won Jang, 2018, "Threshold Defined Camouflaged Gates in 65nm Technology for Reverse Engineering Protection", International Symposium on Low Power Electronics and Design (ISLPED), pp. 6
  • Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2018, "Information Leakage Attacks on Emerging Non-Volatile Memory and Countermeasures", pp. 6
  • Srivatsa Srinivasa, Akshay Krishna Ramanathan, Xueqing Li, Wei-Hao Chen, Fu-Kuo Hsueh, Chih-Chao Yang, Chang-Hong Shen, Jia-Min Shieh, Sumeet Gupta, Meng-Fan Marvin Chang, Swaroop Ghosh, Jack Sampson and Vijaykrishnan Narayanan, 2018, "A Monolithic-3D SRAM Design with Enhanced Robustness and In-Memory Computation Support", pp. 6
  • Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2018, "Fault Injection Attacks on Emerging Non-Volatile Memory and Countermeasures", pp. 6
  • Asmit De, Sung Hao Lin, Anirudh Iyengar, Nasim Imtiaz Khan, Sandeep Thirumala, Swaroop Ghosh and Sumeet Gupta, 2018, "CTCG: Charge-Trap Based Camouflaged Gates for Reverse Engineering Prevention", pp. 6
  • Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2018, "Test Challenges and Solutions for Non-Volatile Memories", pp. 6
  • Mohammad Nasim Imtiaz Khan, Hamid Motaman and Swaroop Ghosh, 2018, "Novel application of spintronics in computing, sensing, storage and cybersecurity", pp. 6
  • Mohammad Nasim Imtiaz Khan and Swaroop Ghosh, 2018, "Analysis of Row Hammer Attack on STTRAM", pp. 8
  • Mohammad Nasim Imtiaz Khan, Shivam Bhasin, Alex Yuan, Anupam Chattopadhyay and Swaroop Ghosh, 2017, "Side-Channel Attack on STTRAM based Cache for Cryptographic Application", pp. 8
  • Nasim Imtiaz Khan, Swaroop Gh andsh, , 2017, "A Side-Channel Attack on STTRAM-based Cache for Cryptographic Application", pp. 4
  • Asmit De, Swaroop Gh andsh, , 2017, "CTCG: Charge-Trap Based Camouflaged Gates for Reverse Engineering Prevention", pp. 4
  • Nasim Imtiaz Khan, Swaroop Gh andsh, , 2017, "Row Hammer Attack on Non-Volatile Memory", pp. 4
  • Swaroop Ghosh and Asmit De, 2017, "Threshold Voltage Defined Multi-Input Camouflaged Gate", pp. 6
  • Deepak Reddy Vontela, Swaroop Gh andsh, , 2017, "Methodologies to Exploit ATPG Tools for De-camouflaging", IEEE and ACM, pp. 6
  • Alexander Holst, Jae-won Jang and Swaroop Ghosh, 2017, "Investigation of Magnetic Field Attacks on Commercial Magneto-Resistive Random Access Memory", IEEE and ACM, pp. 6
  • Radha Krishna Aluru and Swaroop Ghosh, 2017, "Droop Mitigating Last Level Cache Architecture for STTRAM", IEEE and ACM, pp. 4
  • Mohammad Nasim Imtiaz Khan, Anirudh S Iyengar and Swaroop Ghosh, 2017, "Novel magnetic burn-in for retention testing of STTRAM", pp. 666–669
  • Swaroop Ghosh and Xin Li, 2017, "Session 13?Security circuits and systems", pp. 1–1
  • Asmit De and Swaroop Ghosh, 2017, "Threshold voltage defined multi-input complex gates", pp. 164–164
  • Jae-won Jang, Asmit De, Swaroop Gh andsh, , 2016, "Recent Trends in Intellectual Property (IP) Protection from Reverse Engineering", IEEE and ACM, pp. 6
  • Swaroop Ghosh, Anirudh Iyen andar, , 2016, "Authentication of Printed Circuit Boards", IEEE and ACM, pp. 6
  • Anirudh Iyengar, Nitin Rathi, Swaroop Ghosh and Helia Naeimi, 2016, "Side channel attacks on STTRAM and low-overhead countermeasures", IEEE, pp. 6
  • Jae-won Jang and Swaroop Ghosh, 2016, "Improving Robustness of STTRAM Under Magnetic and Thermal Attack", pp. 4
  • Rekha Govindaraj, Swaroop Ghosh, and , , 2016, "A strong arbiter PUF using resistive RAM", pp. 4
  • Anirudh Iyengar, Swaroop Gh andsh, , 2016, "Retention Testing Methodology for STTRAM", pp. 4
  • Swaroop Ghosh, Rekha Govindaraj, and , , 2016, "A Strong Arbiter PUF using Resistive RAM", IEEE and ACM, pp. 6
  • Ithihasa Reddy Nirmala, Deepak Vontela, Swaroop Ghosh and Anirudh Iyengar, 2016, "A novel threshold voltage defined switch for circuit camouflaging", pp. 1–2
  • Rekha Govindaraj and Swaroop Ghosh, 2016, "A strong arbiter PUF using resistive RAM within 1T-1R memory architecture", pp. 141–148
  • Anirudh Srikant Iyengar and Swaroop Ghosh, 2016, "Authentication of Printed Circuit Boards"
  • Nitin Rathi, Swaroop Ghosh, Anirudh Iyengar and Helia Naeimi, 2016, "Data privacy in non-volatile cache: Challenges, attack models and solutions", pp. 348–353
  • Jinil Chung, Jongsun Park and Swaroop Ghosh, 2016, "Domain wall memory based convolutional neural networks for bit-width extendability and energy-efficiency", pp. 332–337
  • Osnat Keren, Ilia Polian and Mark M Tehranipoor, 2016, "Hardware Security (Dagstuhl Seminar 16202)", 6, (5)
  • Jae-Won Jang and Swaroop Ghosh, 2016, "Performance impact of magnetic and thermal attack on STTRAM and low-overhead mitigation techniques", pp. 136–141
  • Swaroop Ghosh, Mohammad Nasim Imtiaz Khan, Asmit De and Jae-Won Jang, 2016, "Security and privacy threats to on-chip Non-Volatile Memories and countermeasures", pp. 1–6
  • Cheng Wei Lin and Swaroop Ghosh, 2015, "A family of Schmitt-Trigger-based arbiter-PUFs and selective challenge-pruning for robustness and quality", pp. 32–37
  • Seyedhamidreza Motaman, Swaroop Ghosh and Jaydeep P Kulkarni, 2015, "A novel slope detection technique for robust STTRAM sensing", pp. 7–12
  • Rekha Govindaraj and Swaroop Ghosh, 2015, "Design and analysis of 6-T 2-MTJ ternary content addressable memory", pp. 309–314
  • Jae-Won Jang and Swaroop Ghosh, 2015, "Design and analysis of novel SRAM PUFs with embedded latch for robustness", pp. 298–302
  • Jinil Chung, Kenneth Ramclam, Jongsun Park and Swaroop Ghosh, 2015, "Domain wall memory based digital signal processors for area and energy-efficiency", pp. 6
  • Seyedhamidreza Motaman, Swaroop Ghosh and Nitin Rathi, 2015, "Impact of process-variations in STTRAM and adaptive boosting for robustness", pp. 1431–1436
  • Cheng Wei Lin and Swaroop Ghosh, 2015, "Novel self-calibrating recycling sensor using schmitt-trigger and voltage boosting for fine-grained detection", pp. 465–469
  • Jae-Won Jang, Jongsun Park, Swaroop Ghosh and Swarup Bhunia, 2015, "Self-correcting STTRAM under magnetic field attacks", pp. 1–6
  • Swaroop Ghosh and Rekha Govindaraj, 2015, "Spintronics for associative computation and hardware security", pp. 1–4
  • Fatih Hamzaoglu, Umut Arslan, Nabhendra Bisnik, Swaroop Ghosh, Manoj B Lal, Nick Lindert, Mesut Meterelliyoz, Randy B Osborne, Joodong Park, Shigeki Tomishima and others, 2014, "13.1 a 1Gb 2GHz embedded DRAM in 22nm tri-gate CMOS technology", pp. 230–231
  • Kenneth Ramclam and Swaroop Ghosh, 2014, "Design and analysis of robust and wide operating low-power level-shifter for embedded dynamic random access memory", pp. 123–128
  • Anirudh Iyengar, Kenneth Ramclam and Swaroop Ghosh, 2014, "DWM-PUF: A low-overhead, memory-based security primitive", pp. 154–159
  • Anirudh Iyengar and Swaroop Ghosh, 2014, "Modeling and analysis of domain wall dynamics for robust and low-power embedded memory", pp. 1–6
  • Seyedhamidreza Motaman and Swaroop Ghosh, 2014, "Simultaneous sizing, reference voltage and clamp voltage biasing for robustness, self-calibration and testability of STTRAM arrays", pp. 1–2
  • Seyedhamidreza Motaman, Anirudh Iyengar and Swaroop Ghosh, 2014, "Synergistic circuit and system design for energy-efficient and robust domain wall caches", pp. 195–200
  • Swaroop Ghosh, 2014, "Tutorial t6b: Embedded memory design for future technologies: Challenges and solutions", pp. 14–15
  • Veena S Chakravarthi and Swaroop Ghosh, 2013, "Circuit Design Methodologies for Test Power Reduction in Nano-Scaled Technologies", pp. 139–149
  • Swaroop Ghosh, 2013, "Design methodologies for high density domain wall memory", pp. 30–31
  • Swaroop Ghosh, 2013, "Energy centric model of sram write operation for improved energy and error rates", pp. 1–4
  • Swaroop Ghosh, 2013, "Path to a TeraByte of on-chip memory for petabit per second bandwidth with< 5watts of power", pp. 145
  • Yih Wang, Umut Arslan, Nabhendra Bisnik, Ruth Brain, Swaroop Ghosh, Fatih Hamzaoglu, Nick Lindert, Mesut Meterelliyoz, Joodong Park, Shigeki Tomishima and others, 2013, "Retention time optimization for eDRAM in 22nm tri-gate CMOS technology", pp. 9–5
  • Yih Wang, Eric Karl, Mesut Meterelliyoz, Fatih Hamzaoglu, Yong-Gee Ng, Swaroop Ghosh, Liqiong Wei, Uddalak Bhattacharya and Kevin Zhang, 2011, "Dynamic behavior of SRAM data retention and a novel transient voltage collapse technique for 0.6 V 32nm LP SRAM", pp. 32–1
  • Ashish Goel, Swaroop Ghosh, Mesut Meterelliyoz, Jeff Parkhurst and Kaushik Roy, 2011, "Integrated Design & Test: Conquering the Conflicting Requirements of Low-Power, Variation-Tolerance and Test Cost", pp. 486–491
  • Nilanjan Banerjee, Saumya Chandra, Swaroop Ghosh, Sujit Dey, Anand Raghunathan and Kaushik Roy, 2009, "Coping with variations through system-level design", pp. 581–586
  • Swaroop Ghosh, Patrick Ndai and Kaushik Roy, 2008, "A novel low overhead fault tolerant Kogge-Stone adder using adaptive clocking", pp. 366–371
  • Swaroop Ghosh and Kaushik Roy, 2008, "Exploring high-speed low-power hybrid arithmetic units at scaled supply and adaptive clock-stretching", pp. 635–640
  • Swaroop Ghosh, Jung-Hwan Choi, Patrick Ndai and Kaushik Roy, 2008, "O 2 C: occasional two-cycle operations for dynamic thermal management in high performance in-order microprocessors", pp. 189–192
  • Jing Li, Swaroop Ghosh and Kaushik Roy, 2007, "A generic and reconfigurable test paradigm using low-cost integrated poly-Si TFTs", pp. 1–10
  • Swaroop Ghosh, Pooja Batra, Keejong Kim and Kaushik Roy, 2007, "Process-tolerant low-power adaptive pipeline under scaled-Vdd", pp. 733–736
  • Swaroop Ghosh, Patrick NDai, Swarup Bhunia and Kaushik Roy, 2007, "Tolerance to small delay defects by adaptive clock stretching", pp. 244–252
  • Swaroop Ghosh, Swarup Bhunia and Kaushik Roy, 2006, "A new paradigm for low-power, variation-tolerant circuit synthesis using critical path isolation", pp. 619–624
  • Swaroop Ghosh, Swarup Bhunia, Arijit Raychowdhury and Kaushik Roy, 2006, "Delay fault localization in test-per-scan BIST using built-in delay sensor", pp. 6–pp
  • Saibal Mukhopadhyay, Swaroop Ghosh, Keejong Kim and Kaushik Roy, 2006, "Low-power and process variation tolerant memories in sub-90nm technologies", pp. 155–159
  • Swaroop Ghosh, Saibal Mukhopadhyay, Keejong Kim and Kaushik Roy, 2006, "Self-calibration technique for reduction of hold failures in low-power nano-scaled SRAM", pp. 971–976
  • Arijit Raychowdhury, Swaroop Ghosh and Kaushik Roy, 2005, "A novel on-chip delay measurement hardware for efficient speed-binning", pp. 287–292
  • Swaroop Ghosh, Swarup Bhunia and Kaushik Roy, 2005, "Shannon expansion based supply-gated logic for improved power and testability", pp. 404–409
  • Swaroop Ghosh, KW Lai, Wen-Ben Jone and Shih-Chieh Chang, 2004, "Scan chain fault identification using weight-based codes for SoC circuits", pp. 210–215
  • Suryansh Upadhyay and Swaroop Ghosh, , "Stealthy SWAPs: Adversarial SWAP Injection in Multi-Tenant Quantum Computing", pp. 6
  • Suryansh Upadhyay, Rupshali Roy and Swaroop Ghosh, , "Designing Hash and Encryption Engines using Quantum Computing", pp. 6
  • Debjyoti Bhattacharjee, Amit Saha, Junde Li, Koustubh Phalak, Jeremie Pope, Avimita Chatterjee, Swaroop Ghosh and Anupam Chattopadhyay, , "Software Flow for Quantum Computing", pp. 6
  • Subrata Das and Swaroop Ghosh, , "Trojan Attacks on Variational Quantum Circuits and Countermeasures", pp. 10
  • Rupshali Roy, Subrata Das and Swaroop Ghosh, , "Hardware Trojans in Quantum Circuits, Their Impact and Defense", pp. 10
  • Suryansh Upadhyay and Swaroop Ghosh, , "Obfuscating Quantum Hybrid-Classical Algorithms for Security and Privacy", pp. 10
  • Koustubh Phalak and Swaroop Ghosh, , "Non-parametric Greedy Optimization of Parametric Quantum Circuits", pp. 10

Abstracts

  • Koustubh Phalak, Abdullah Ash Saki, Mahabubul Alam, Rasit Topaloglu and Swaroop Ghosh, 2020, "Quantum PUF for Security and Trust in Quantum Computing", pp. 2
  • Junde Li and Swaroop Ghosh, 2020, "Large-scale Quantum Approximate Optimization via Divide-and-Conquer", pp. 2

Other

  • Swaroop Ghosh, Suryansh Upadhyay and Abdullah-Ash Saki, 2023, "A Primer on Security of Quantum Computing", pp. 30
  • Avimita Chatterjee, Subrata Das and Swaroop Ghosh, 2023, "Q-Pandora Unboxed: Characterizing Noise Resilience of Quantum Error Correction Codes", pp. 12
  • Subrata Das and Swaroop Ghosh, 2023, "Trojan Taxonomy in Quantum Computing", pp. 12
  • Avimita Chatterjee, Subrata Das and Swaroop Ghosh, 2023, "Demystifying Noise Resilience of Quantum Error Correction: Insights for Code Optimization", pp. 12
  • Satwik Kundu, Debarshi Kundu and Swaroop Ghosh, 2023, "WEPRO: Weight Prediction for Efficient Optimization of Hybrid Quantum-Classical Algorithms", pp. 12
  • Junde Li and Swaroop Ghosh, 2023, "Random Relabeling for Efficient Machine Unlearning", pp. 12
  • Hamid Motaman, Swaroop Ghosh, Jae-won Jang, Anirudh Iyengar, Rekha Govindraj and Zakir Khondker, 2023, "A Reference-less Slope Detection Technique in 65nm for Robust Sensing of 1T1R Arrays", pp. 12
  • Suryansh Upadhyay and Swaroop Ghosh, 2023, "Obfuscating Quantum Hybrid-Classical Algorithms for Security and Privacy", pp. 12
  • Suryansh Upadhyay and Swaroop Ghosh, 2023, "Trustworthy Computing using Untrusted Cloud-Based Quantum Hardware", pp. 12
  • Subrata Das and Swaroop Ghosh, 2023, "Randomized Reversible Gate-Based Obfuscation for Secured Compilation of Quantum Circuit", pp. 12
  • Koustubh Phalak, Abdullah Ash Saki, Mahabubul Alam, Rasit Topaloglu and Swaroop Ghosh, 2021, "Quantum PUF for Security and Trust in Quantum Computing", pp. 6
  • Abdullah Ash Saki, Mahabubul Alam and Swaroop Ghosh, 2019, "Decoherence Analysis of Multi-Depth and Multi-Qubit Quantum Circuits", pp. 6
  • Mahabubul Alam and Swaroop Ghosh, 2019, "Securing Sequential Circuit with Timing Obfuscation", pp. 6
  • Ling Qiu, Mahabubul Alam, Abdullah Ash Saki and Swaroop Ghosh, 2019, "Analyzing Resilience of Variational Quantum Factoring under Realistic Noise", pp. 6
  • Anirudh Iyengar and Swaroop Ghosh, 2018, "Time is of the Essence: Protecting IP Secrecy, when the Functionality is Fully Reverse Engineered", pp. 6
  • Rekha Govindaraj and Swaroop Ghosh, 2017, "Resistive RAM based Physically Unclonable Functions and True Random Number Generators", pp. 4
  • Hamid Motaman and Swaroop Ghosh, 2017, "Cache Bypassing and Checkpointing to Circumvent Data Security Attacks on STTRAM", pp. 4
  • Anirudh Iyengar and Swaroop Ghosh, 2017, "Side Channel Attacks on STTRAM and Low-Overhead Countermeasures", pp. 4
  • Swaroop Ghosh, Rajiv V Joshi, Dinesh Somasekhar and Xin Li, 2016, "Emerging Memories-Technology, Architecture and Applications (First Issue)"
  • Swaroop Ghosh, 2008, "Voltage-scalable adaptive system design for low power and error resilience in nanometer technologies"

Research Projects

Honors and Awards

  • Monkowski CAREER Development Professorship, July 2018 - June 2021
  • Outstanding Research Achievement Award, University of South Florida, August 2015
  • CoE Outstanding Research Achievement Award, University of South Florida, August 2015
  • Senior member of IEEE, IEEE, 2013
  • Best Paper Award in American Society of Engineering Education Annual Conference, ASEE, 2020
  • PSEAS Outstanding Advising Award, 2023
  • Joel and Ruth Spira Award for Excellence in Teaching, Lutron Foundation, 2018
  • Outstanding New Faculty Award, ACM SIGDA, June 2016
  • Departmental Recognition Award, Intel, 2012
  • Divisional Recognition Award, Intel, 2011
  • Technology and Manufacturing Group Excellence Award, Intel, 2010
  • DARPA Young Faculty Award, DARPA, 2015
  • DARPA Young Faculty Award Director's Fellowship, DARPA, 2017
  • Senior member of National Academy of Inventors (NAI), NAI, 2019
  • Distinguished Speaker of the Association for Computing Machinery (ACM), ACM, 2019
  • Best Student Paper Award in American Society of Engineering Education Mid-Atlantic Conference, ASEE, 2021
  • IEEE-CS TCVLSI Mid-Career Award Recipient, IEEE, 2022
  • PSEAS Outstanding Research Award, 2022

Service

Service to Penn State:

  • Committee Work, Member, MS Admission Committee, 2022
  • Committee Work, Member, EE Representation in Engineering Faculty Council, 2020
  • Committee Work, Member, EECS Strategic Committee, 2020 - 2022
  • Committee Work, Member, Member of Faculty Advisory Board, Leonhard Center, 2020
  • Committee Work, Member, CSE Graduate committee member, 2019 - 2021
  • Other, Reviewer, Served as reviewer of College of Engineering Research Symposium, 2019
  • Other, Judge, Served as reviewer of College of Engineering Research Symposium, 2019
  • Committee Work, Member, EE Graduate committee member, 2018 - 2021
  • Committee Work, Member, Academic Integrity committee, 2018 - 2021
  • Other, Reviewer, Served as reviewer of College of Engineering Research Symposium, 2017
  • Committee Work, Member, Safety committee member, 2017 - 2018
  • Committee Work, Member, Outreach committee member, 2017

Service to External Organizations:

  • Organizing Conferences and Service on Conference Committees, Chairperson, Program Chair, ACM/IEEE International Symposium on Low Power Electronics and Design, 2021 - 2022
  • Organizing Conferences and Service on Conference Committees, Chairperson, Conference General Chair, International Symposium on Quality Electronic Design (ISQED), 2020 - 2021
  • Organizing Conferences and Service on Conference Committees, Chairperson, Conference Chair, International Symposium on Quality Electronic Design (ISQED), 2019 - 2020
  • Organizing Conferences and Service on Conference Committees, Chairperson, Program Chair, International Symposium on Quality Electronic Design (ISQED), 2018 - 2019
  • Organizing Conferences and Service on Conference Committees, Organizer, Track chair, IEEE Custom Integrated Circuits Conference, July 2017 - 2019
  • Organizing Conferences and Service on Conference Committees, Co-Chairperson, Program co-chair, International Symposium on Quality Electronic Design (ISQED), 2017 - 2018
  • Organizing Conferences and Service on Conference Committees, Organizer, Panel organizer, IEEE Custom Integrated Circuits Conference, September 2016 - 2017
  • Organizing Conferences and Service on Conference Committees, Co-Chairperson, Track Chair, IEEE International Symposium on Low Power Electronic Design, 2016
  • Organizing Conferences and Service on Conference Committees, Judge, IEEE International Symp. on Low Power Electronic Design, 2018
  • Organizing Conferences and Service on Conference Committees, Judge, IEEE Hardware Oriented Security and Trust, 2018
  • Organizing Conferences and Service on Conference Committees, Chairperson, Conference General Chair, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2023