From f17311da8a39d34ba550531712a4c0ee618fc696 Mon Sep 17 00:00:00 2001 From: aljazceru Date: Fri, 30 Jan 2026 06:26:59 +0100 Subject: [PATCH] Add new confidential computing, FHE, PIR, and decentralized compute resources - Add remote attestation tools (Fraunhofer-AISEC/cmc) - Add confidential computing platforms (Phala-Network/phala-cloud, ultravioletrs/cocos) - Add GPU confidential computing (NVIDIA/nvtrust, flashbots/flashbots-images) - Add TNG secure communication gateway - Add new FHE libraries (simple-fhe, fhe-darkpool) - Add SecretFlow PSI/PIR implementation - Add new decentralized compute platforms (COCOON, Noosphere, Timeleap, AgentPay, DeCub) --- ConfidentialComputing.md | 6 ++++++ DecentralizedCompute.md | 5 +++++ FullHomomorphicEncryption.md | 6 +++++- PrivateInformationRetrieval.md | 4 +++- 4 files changed, 19 insertions(+), 2 deletions(-) diff --git a/ConfidentialComputing.md b/ConfidentialComputing.md index 39be6bf..b5effe3 100644 --- a/ConfidentialComputing.md +++ b/ConfidentialComputing.md @@ -31,6 +31,12 @@ - [General overview of AMD SEV-SNP and Intel TDX](https://sys.cs.fau.de/extern/lehre/ws22/akss/material/amd-sev-intel-tdx.pdf) - [Occlum](https://github.com/occlum/occlum) - [awesome-confidential-computing](https://github.com/bpradipt/awesome-confidential-computing) +- [Fraunhofer-AISEC/cmc](https://github.com/Fraunhofer-AISEC/cmc) - Remote attestation for Trusted and Confidential Computing platforms (TPM, AMD SEV-SNP, Intel SGX/TDX) +- [inclavare-containers/TNG](https://github.com/inclavare-containers/TNG) - Trusted Network Gateway: A tool for establishing secure communication tunnels in confidential computing +- [Phala-Network/phala-cloud](https://github.com/Phala-Network/phala-cloud) - Confidential Computing native cloud platform +- [ultravioletrs/cocos](https://github.com/ultravioletrs/cocos) - Cocos AI - Confidential Computing System for AI +- [NVIDIA/nvtrust](https://github.com/NVIDIA/nvtrust) - Ancillary open source software to support confidential computing on NVIDIA GPUs +- [flashbots/flashbots-images](https://github.com/flashbots/flashbots-images) - Reproducible hardened Linux images for confidential computing and safe MEV #### Confidential computing in the cloud ##### Azure diff --git a/DecentralizedCompute.md b/DecentralizedCompute.md index f164cbe..ed8f3d5 100644 --- a/DecentralizedCompute.md +++ b/DecentralizedCompute.md @@ -3,3 +3,8 @@ Existing projects in this space: - [gputopia.ai](https://gputopia.ai/) - [akash.network](https://akash.network) - [rendernetwork](https://rendernetwork.com/) +- [hsdljahdl/cocoon](https://github.com/hsdljahdl/cocoon) - Enable secure AI inference on TON while earning cryptocurrency with COCOON's decentralized compute network for models and GPU services +- [hpp-io/noosphere-sdk](https://github.com/hpp-io/noosphere-sdk) - Noosphere SDK enables you to build and run compute agents that participate in the Noosphere decentralized compute network +- [TimeleapLabs/tlp-contracts](https://github.com/TimeleapLabs/tlp-contracts) - Solidity smart contracts for Timeleap's decentralized compute marketplace with EIP712 signature authorization +- [CipherKuma/AgentPay](https://github.com/CipherKuma/AgentPay) - Decentralized compute marketplace where AI agents pay for GPU/inference services via x402 micropayments +- [REChain-Network-Solutions/DeCub](https://github.com/REChain-Network-Solutions/DeCub) - DeCub (Decentralized Compute Platform) is a decentralized distributed compute and storage platform using a hybrid consensus model (local RAFT + global Byzantine Fault Tolerance) plus gossip, object storage, and cryptographic proofs diff --git a/FullHomomorphicEncryption.md b/FullHomomorphicEncryption.md index 784ca9a..d8d3635 100644 --- a/FullHomomorphicEncryption.md +++ b/FullHomomorphicEncryption.md @@ -22,4 +22,8 @@ [The Transparent data encryption in PostgreSQL - Highgo Software Inc.](https://www.highgo.ca/2019/09/30/the-transparent-data-encryption-in-postgresql/) -[tfhe-rs](https://github.com/zama-ai/tfhe-rs) - TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data. +[tfhe-rs](https://github.com/zama-ai/tfhe-rs) - TFHE-rs: A Pure Rust implementation of the TFHE Scheme for Boolean and Integer Arithmetics Over Encrypted Data. + +[wgxli/simple-fhe](https://github.com/wgxli/simple-fhe) - A dead-simple library for full homomorphic encryption (FHE) in Python + +[hung-ngm/fhe-darkpool](https://github.com/hung-ngm/fhe-darkpool) - Test implementation of dark pool using Full Homomorphic Encryption (FHE) diff --git a/PrivateInformationRetrieval.md b/PrivateInformationRetrieval.md index b544238..f244f7c 100644 --- a/PrivateInformationRetrieval.md +++ b/PrivateInformationRetrieval.md @@ -1,5 +1,5 @@ -## Implementations +## Implementations [FastPIR](https://github.com/ishtiyaque/FastPIR) - An efficient computational private information retrieval (CPIR) library in C++ @@ -7,6 +7,8 @@ [private-search](https://github.com/exo-explore/private-search/) - Private Web Search for Local LLMs +[secretflow/psi](https://github.com/secretflow/psi) - Private Set Intersection (PSI) and Private Information Retrieval (PIR) from SecretFlow + ## Academic Papers and Surveys [Spiral: Fast, High-Rate Single-Server PIR via FHE Composition](https://eprint.iacr.org/2022/368)