I am a computer architect focused on accelerating always-secure computation and privacy-preserving machine learning.
I am a computer architect focused on accelerating always-secure computation and privacy-preserving machine learning.
Our latest FHE compiler (automatic PyTorch -> FHE!) will appear at ASPLOS this year.
Check out the press release, paper, and code.
Congrats Meghan! Check out our paper on automating HE programming with program synthesis.
See how the overheads of homomorphic encryption can be mitigated with large-scale hardware acceleration in our paper.