From 902f255a9a84a7b986d7c8a43440da6333ba5c8d Mon Sep 17 00:00:00 2001 From: Fielding Johnston Date: Mon, 6 Jan 2025 20:42:27 -0600 Subject: [PATCH 1/3] Add possible figure --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index d994be5..81144f2 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,13 @@ Forget multi-million dollar on-prem infrastructure, get the same privacy guarant +
+ + + inference with and without equivariant encryption diagram + +
+ ## How Nesa Achieves Blind AI: Equivariant Encryption (EE) ## At Nesa, privacy is a critical objective. On our path toward universal private AI, we confronted a key challenge: **how can we perform inference on neural networks without exposing the underlying input and output data to external parties, while returning requests without high latency?** Traditional approaches, such as differential privacy, ZKML or homomorphic encryption (HE), while conceptually strong, fall short in practical deployments for complex neural architectures. These methods struggle to handle non-linear operations efficiently, often imposing substantial computational overhead that makes them infeasible to integrate into real-time or large-scale systems. 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