Research Paper#Cryptography, Control Systems, Homomorphic Encryption🔬 ResearchAnalyzed: Jan 3, 2026 06:28
Faster Encrypted Controllers with Ring-LWE using Rational Canonical Form
Analysis
This paper addresses the computational bottleneck of homomorphic operations in Ring-LWE based encrypted controllers. By leveraging the rational canonical form of the state matrix and a novel packing method, the authors significantly reduce the number of homomorphic operations, leading to faster and more efficient implementations. This is a significant contribution to the field of secure computation and control systems.
Key Takeaways
- •Proposes an efficient implementation of encrypted linear dynamic controllers.
- •Utilizes the rational canonical form to reduce computational complexity.
- •Introduces a novel packing method to minimize homomorphic operations.
- •Achieves faster implementation of encrypted controllers through these optimizations.
Reference
“The paper claims to significantly reduce both time and space complexities, particularly the number of homomorphic operations required for recursive multiplications.”