Mustafa Kırcı·Nov 2One Encrypted Prediction with a Tiny Language ModelA complete forward pass took about 25 minutes on one CPU thread.A response icon1A response icon1
Mustafa Kırcı·Nov 2Running BERT Attention on Encrypted InputsCan a server process language without reading the input? I tested the attention calculation inside a Transformer.
Nergiz Yuca·Oct 14FHE, the Noise Problem, Bootstrapping, and What “Practical FHE” Means TodayPart 3: FHE, the Noise Problem, Bootstrapping, and What “Practical FHE” Means Today
Nanthakumar·Aug 15How to Turn an Existing Python ML Model Into a Privacy-Preserving GPU Service Without Rebuilding…You’ve probably seen the FHE demo that makes the whole thing look deceptively easy.
Hopeioum·Jun 27The Shielded PoolA blind-aggregation knowledge layer for medicine that no one, not even its operator, can see into.
Rohan·Apr 24Blind Match: Fuzzy Entity Matching Over Encrypted Data with Lattigo CKKS FHEHow do two organizations find overlapping fraud rings without ever showing each other their customer lists?
JOKEN VILLANUEVA·Apr 23Building A Fully Homomorphic Encryption Scheme in PythonWhat is Homomorphic Encryption?
Kamitsinha·Apr 16Homomorphic Encryption Range Queries Without Blowing Up Your Circuit DepthHomomorphic encryption (HE) is one of those technologies that sounds almost too good to be true: run computations directly on encrypted…A response icon1A response icon1
Chris G·Apr 6Homomorphic Encryption: The Privacy Technology Letting AI Work on Your Data Without Seeing ItPicture a hospital sending a locked box of patient records to a cloud platform. The platform runs analytics on disease trends, treatment…
Mohammad Shahriyar Tashkir·Mar 30Privacy-Preserving Computation: A Deep Dive into Homomorphic Encryption and Federated LearningUnderstanding secure computation through hands‑on experiments with TenSEAL and TensorFlow Federated.
