TFHE

mentions 2 type Organization feed RSS

// recent coverage 2 mentions

04:07

2026-09-15

arxiv.org

ai-safety

Shuffling Is Not Enough: Breaking Permutation-Based Model Confidentiality

A September 11, 2026 arXiv paper shows that permutation-based model confidentiality in hybrid fully homomorphic encryption (FHE) inference fails, with d+1 admissible queries per linear layer enabling …

12:23

2026-08-15

dev.to

artificial-intelligence

Private AI Inference with Homomorphic Encryption: A Practical Guide to Computing on Encrypted Data

Homomorphic encryption has moved from theory to production, enabling private AI inference where servers compute on encrypted data without exposing weights or queries. The CKKS scheme supports encrypte…

// co-occurs with top 8 entities

arXiv 1 SAFHIRE 1 ResNet-20 1 ImageNet 1 ViT-B/16 1 Craig Gentry 1 Google 1 CKKS 1

// topics top 6 topics

ai safety 2 machine learning 2 ai research 1 neural networks 1 ai ethics 1 artificial intelligence 1