Primary supervisorRon Steinfeld
- Amin Sakzad
- Markus Wagner
- Raymond K. Zhao (external, CSIRO's Data61), Dongxi Liu (external, CSIRO's Data61)
Recently, program generation and optimisation techniques have been adapted to performance critical subroutines in cryptography. Codes generated/optimised by these techniques are both secure and their performance is highly competitive compared to hand-optimised code by experts .
This project aims to investigate how to adapt the program optimisation techniques  to performance critical subroutines in post-quantum cryptography. A primary goal is to optimise the program generation of the Number Theoretic Transform vectorised with the AVX2 instructions [2,3,4]. The Number Theoretic Transform is a variant of the Fast Fourier Transform over a finite field, and is a key subroutine in lattice-based cryptography.
 Joel Kuepper, Andres Erbsen, Jason Gross, Owen Conoly, Chuyue Sun, Samuel Tian, David Wu, Adam Chlipala, Chitchanok Chuengsatiansup, Daniel Genkin, Markus Wagner, Yuval Yarom: CryptOpt: Verified Compilation with Random Program Search for Cryptographic Primitives. https://arxiv.org/abs/2211.10665
 Masahiro Masuda, Yukiyoshi Kameyama: FFT Program Generation for Ring LWE-Based Cryptography. IWSEC 2021: 151-171
 Masahiro Masuda, Yukiyoshi Kameyama: Unified Program Generation and Verification: A Case Study on Number-Theoretic Transform. FLOPS 2022: 133-151
 Ryo Tokuda, Yukiyoshi Kameyama: Generating Programs for Polynomial Multiplication with Correctness Assurance. PEPM@POPL 2023: 27-40
Depending on the nature of the specific project topic selected, the student should have one (or more) of:
- Knowledge/skills in program generation
- Knowledge/skills in optimisation
Knowledge in cryptography is not required.
If in doubt, please contact the primary supervisor for advice.