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Google's HEIR Aims to Make Homomorphic-Encrypted Inference a One-Click Capability
Google is introducing HEIR (Homomorphic Encryption Intermediate Representation), an open-source compiler and development toolchain designed to make encrypted computation easier to deploy. In particular, HEIR can compile pre-trained AI models built for conventional, unencrypted inputs so they can instead operate on encrypted data.
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Ant Group Open Sources Privacy-Preserving Computation Framework
Alibaba financial arm Ant Group has open sourced SecretFlow, its privacy-preserving framework, with a specific focus on data analysis and machine learning.
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Google Open-Sources Fully Homomorphic Encryption Transpiler
Google has open-sourced a general-purpose transpiler able to convert high-level code to be used with Fully Homomorphic Encryption (FHE).
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The Pillars of Future Cryptography at IBM
In a recent webinar, IBM summarized the latest advances in cryptographic technologies the company has been working on, including confidential cryptography, quantum-safe encryption, and fully homomorphic cryptography.
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IBM Fully Homomorphic Encryption Toolkit Now Available for Linux
A few weeks after becoming available for macOS, iOS, and Android, the IBM Fully Homomorphic Encryption Toolkit can be now installed on various Linux distributions, including Ubuntu, Fedora, and CentOS for x86 platforms, and Ubuntu for IBM's own Z architecture.