Satwik Kundu

According to our database, Satwik Kundu authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Efficient Optimization of Variational Quantum Algorithms via Gradient-Free Parameter Prediction.

Satwik Kundu, Debarshi Kundu, Swaroop Ghosh

IEEE Access, 2026

2025

Adversarial Threats in Quantum Machine Learning: A Survey of Attacks and Defenses.

Archisman Ghosh, Satwik Kundu, Swaroop Ghosh

CoRR, June, 2025

STIQ: Safeguarding Training and Inferencing of Quantum Neural Networks from Untrusted Cloud.

Satwik Kundu, Swaroop Ghosh

Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2025

Adversarial Data Poisoning Attack on Quantum Machine Learning in the NISQ Era.

Satwik Kundu, Swaroop Ghosh

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

Inverse-Transpilation: Reverse-Engineering Quantum Compiler Optimization Passes from Circuit Snapshots.

Satwik Kundu, Swaroop Ghosh

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

2024

Adversarial Poisoning Attack on Quantum Machine Learning Models.

Satwik Kundu, Swaroop Ghosh

CoRR, 2024

Security Concerns in Quantum Machine Learning as a Service.

Satwik Kundu, Swaroop Ghosh

CoRR, 2024

SoK Paper: Security Concerns in Quantum Machine Learning as a Service.

Satwik Kundu, Swaroop Ghosh

Proceedings of the 13th International Workshop on Hardware and Architectural Support for Security and Privacy, 2024

Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks.

Satwik Kundu, Debarshi Kundu, Swaroop Ghosh

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2023

WEPRO: Weight Prediction for Efficient Optimization of Hybrid Quantum-Classical Algorithms.

Satwik Kundu, Debarshi Kundu, Swaroop Ghosh

CoRR, 2023

Knowledge Distillation in Quantum Neural Network Using Approximate Synthesis.

Mahabubul Alam, Satwik Kundu, Swaroop Ghosh

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022

Quantum Machine Learning for Material Synthesis and Hardware Security.

Collin Beaudoin, Satwik Kundu, Rasit Onur Topaloglu, Swaroop Ghosh

CoRR, 2022

Special Session: On the Reliability of Conventional and Quantum Neural Network Hardware.

Mehdi Sadi, Yi He, Yanjing Li, Mahabubul Alam, Satwik Kundu, Swaroop Ghosh, Javad Bahrami, Naghmeh Karimi

Proceedings of the 40th IEEE VLSI Test Symposium, 2022

Quantum Machine Learning for Material Synthesis and Hardware Security (Invited Paper).

Collin Beaudoin, Satwik Kundu, Rasit Onur Topaloglu, Swaroop Ghosh

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses.

Satwik Kundu, Swaroop Ghosh

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

2021

Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper).

Mahabubul Alam, Satwik Kundu, Rasit Onur Topaloglu, Swaroop Ghosh

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021