Publications
Peer-reviewed journal articles, conference papers, and preprints spanning hardware security, machine learning, conformal prediction, and agentic AI. An up-to-date list is on Google Scholar: 298+ citations, h-index 9, i10-index 8 (as of July 2026). Granted patents are listed separately on the Patents page.
Journal Articles
- Horizon-Constrained Rashomon Sets for Chaotic Forecasting — G. Kale, R. Vishwakarma, H. Diamond, A. Hedayatipour, A. Rezaei. AIP Advances, 16(4), 2026.
- Uncertainty-Aware Unimodal and Multimodal Learning for Evolving Hardware Trojan Detection — R. Vishwakarma, A. Rezaei. Journal of Hardware and Systems Security, 9(1), 1–23, 2025.
- Machine Learning in Chaos-Based Encryption: Theory, Implementations, and Applications — J. Hwang, G. Kale, P. P. Patel, R. Vishwakarma, M. Aliasgari, A. Hedayatipour. IEEE Access, 11, 125749–125767, 2023.
- Reliable and Secure Memristor-Based Chaotic Communication Against Eavesdroppers and Untrusted Foundries — R. Vishwakarma, R. Monani, A. Hedayatipour, A. Rezaei. Discover Internet of Things, 3(1), 2023.
- High Density Data Storage in DNA Using an Efficient Message Encoding Scheme — R. Vishwakarma, N. Amiri. International Journal of Information Technology Convergence and Services, 2, 2012.
Conference & Workshop Papers
- Early Detection of Hardware Trojans Using Neural Controlled Differential Equations and Analysis of Power Traces — H. Senevirathne, R. Vishwakarma, A. Rezaei. IEEE 19th Dallas Circuits and Systems Conference (DCAS), 2026. Best Paper Award
- LLM-Enhance: Fine-Tuning Large Language Models for Enhanced Detection of Common Weakness Enumerations — S. Modi, R. Vishwakarma, A. Rezaei. IEEE 19th Dallas Circuits and Systems Conference (DCAS), 2026.
- Can AI Invent Calculus, or Just Mimic Math? — G. Kale, A. Hedayatipour, R. Vishwakarma, H. Diamond, A. Rezaei. International Conference on Advances in Artificial Intelligence, 2026.
- Sparse Selective Hyper-Connections: A Unified Framework for Stable and Efficient Deep Residual Learning — S. Modi, R. Vishwakarma, R. Rajeev, T. Parikh, K. Patel, H. Diamond. IEEE SoutheastCon, 2026.
- A Novel Bio-Causal Agent-to-Agent Protocol (BCA2P) Framework for Effective A2A Communication Inspired by Cell Signalling and Causal Inference — R. Vishwakarma, E. Wasiolek. IEEE, 2025.
- Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep Learning — R. Vishwakarma, A. Rezaei. Design, Automation & Test in Europe (DATE), 2024 (22% acceptance rate). Featured on IEEE TV.
- SpeechCraft: An Integrated Data Generation Pipeline from Videos for LLM Finetuning — V. S. M. Vuppalapati, S. D. Modi, R. Vishwakarma, H. Shah. 29th International Conference on Automation and Computing (ICAC), 2024. In collaboration with Google and Tubi TV.
- Risk-Aware and Explainable Framework for Ensuring Guaranteed Coverage in Evolving Hardware Trojan Detection — R. Vishwakarma, A. Rezaei. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2023 (23% acceptance rate). Featured on IEEE TV.
- Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices — R. Vishwakarma, R. Monani, A. Rezaei, H. Sayadi, M. Aliasgari, A. Hedayatipour. 24th International Symposium on Quality Electronic Design (ISQED), 2023.
- Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors — R. Vishwakarma, J. Hwang, S. Messoudi, A. Hedayatipour. Conformal and Probabilistic Prediction with Applications (COPA), PMLR, 56–73, 2023.
- Variable Sparing of Disk Drives Based on Failure Analysis — R. Vishwakarma, M. Fardadi, B. Liu. Conformal and Probabilistic Prediction with Applications (COPA), PMLR, 172–174, 2023.
- Tunable Sparing of Disks in a Cloud Data Center — R. Malawat, S. Modi, R. Vishwakarma. 7th International Conference on Computer Applications in Electrical Engineering (CERA), 2023. DOI
- Position Mapping Using Content Based Image Retrieval and Annoy — R. Dalal, S. K. Randhawa, S. Modi, R. Vishwakarma. International Conference on Modeling, Simulation & Intelligent Computing, 2023.
- Selective Scrubbing Based on Algorithmic Randomness — R. Vishwakarma, B. Liu, P. Gatsby, J. Hwang. 15th ACM International Conference on Systems and Storage (SYSTOR), 2022.
- Message Encoding in Nucleotides — R. Vishwakarma, S. Vishwakarma, A. Banerjee, R. Kumar. International Conference on Advances in Computing and Information Technology (ACITY), Springer, 2011.
Preprints
- Cognitive Weave: Synthesizing Abstracted Knowledge with a Spatio-Temporal Resonance Graph — A. Vishwakarma, H. Lee, M. Suresh, P. S. Sharma, R. Vishwakarma, S. Gupta, et al. arXiv:2506.08098, 2025.
- Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation — R. Vishwakarma, S. Modi, V. Seshagiri. arXiv:2504.17058, 2025.
- Billions at Stake: How Self-Citation Adjusted Metrics Can Transform Equitable Research Funding — R. Vishwakarma, S. Banerjee. arXiv:2504.20081, 2025.
Book & Thesis
- Conformal Prediction: An Inventor’s Approach — R. Vishwakarma, R. Pandey, S. Han, S. Modi. Amazon, 2024. See the Book page.
- Towards Uncertainty-Aware Hardware Trojan Detection — R. D. Vishwakarma. M.S. Thesis, California State University, Long Beach, 2024.