JahanzebHow does floating point multiplication works in CKKS and how much accurate points it can produce ?Floating point multiplication in the CKKS scheme follows the polynomial multiplication along with handling the scaling factor that…Aug 29, 2023Aug 29, 2023
JahanzebHow does subtraction works in CKKS ?Subtraction in the CKKS encryption scheme works similarly to the addition, except that the corresponding components of the ciphertexts are…Aug 29, 2023Aug 29, 2023
JahanzebHow does addition works in CKKS?In the CKKS encryption scheme, addition of encrypted values is relatively simple and works in a component-wise manner.Aug 29, 2023Aug 29, 2023
JahanzebHow does CKKS encryption Works ?CKKS is a somewhat homomorphic encryption (SHE) scheme that allows computations to be performed on encrypted data without needing to…Aug 29, 2023Aug 29, 2023
JahanzebDescribe how the floating point Homomorphic Encryption actually works ?Homomorphic encryption (HE) enables computations on encrypted data without requiring access to the secret key. The CKKS…Aug 29, 2023Aug 29, 2023
JahanzebWhat is Homomorphic Encryption?Homomorphic Encryption is a form of encryption that allows computations to be carried out on ciphertexts, generating an encrypted result…Aug 29, 2023Aug 29, 2023
JahanzebFederated Learning with PyTorch: Training a CNN Classifier on Fashion-MNIST DatasetFederated Learning is a distributed machine learning technique that allows multiple parties to collaboratively train a machine learning…Apr 2, 2023Apr 2, 2023
JahanzebHow to Train a CNN Classifier on Fashion-MNIST DatasetFashion-MNIST is a popular benchmark dataset for image classification, widely used in the computer vision community. In this article, we…Apr 2, 2023Apr 2, 2023
