4 ms·

Some of the newer schemes are much faster. The recent progress feels like deep learning in 2010, right before everyone realized it worked

• poz 7y ago
  > The recent progress feels like deep learning in 2010, right before everyone realized it worked Does it work, though?
  • throwawaywego 7y ago
    https://www.microsoft.com/en-us/research/publication/cryptonets-applying-neural-networks-to-encrypted-data-with-high-throughput-and-accuracy/ https://www.microsoft.com/en-us/research/publication/crypton... (2016) > We demonstrate CryptoNets on the MNIST optical character recognition tasks. CryptoNets achieve 99% accuracy and can make more than 51000 predictions per hour on a single PC. Therefore, they allow high throughput, accurate, and private predictions.
  • rhindi 7y ago
    It’s starting to, yes, in particular for machine learning. There is a yearly competition called iDash where people show the performances of their homomorphic schemes. This year should be very interesting