Apple has publicly released a Virtual Research Environment (VRE) for its Private Cloud Computer (PCC), platform marking an unprecedented opportunity for researchers to analyze an Apple program.The PCC is designed to provide end-to-end security and privacy for users of Apple Intelligence, Apple’s proprietary AI system first announced in June 2024. User requests that cannot be processed locally on the user’s device will be processed in the PCC environment, where requests and user data will never be stored, collected or used for training and will not be accessible to anyone, even Apple itself, according to the company.The release of the PCC VRE on Thursday marks the first time Apple has created a VRE for one of its platforms. While Apple previously made the VRE available to select security researchers and third-party auditors, it is now publicly available in the latest macOS Sequoia 15.1 Developer Preview. A Mac system with Apple silicon and 16 GB or more of unified memory are required to use the VRE.“The VRE runs the PCC node software in a virtual machine with only minor modifications. Userspace software runs identically to the PCC node, with the boot process and kernel adapted for virtualization,” Apple said in its Thursday announcement. “The VRE includes a virtual Secure Enclave Processor (SEP), enabling security research in this component for the first time – and also uses the built-in macOS support for paravirtualized graphics to enable inference.” Researchers can use the VRE to inspect all PCC software releases, boot releases in a virtualized environment, perform inference against demonstration models, modify and debut the PCC software, download the binaries for each release, and more. Additionally, Apple is making the source codes for several key PCC components publicly available on GitHub under a limited-use license for deeper investigation into the PCC’s security and privacy features.
AI/ML, Cloud Security, Bug Bounties![](https://image-optimizer.cyberriskalliance.com/unsafe/1920x0/https://files.cyberriskalliance.com/wp-content/uploads/2024/10/AdobeStock_846831556_Editorial_Use_Only.jpg)
Apple publishes its 1st-ever Virtual Research Environment for Private Cloud Compute
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