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Privacy-preserving video object detection in WebAssembly inside Veracruz

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Privacy-preserving video object detection in WebAssembly inside Veracruz
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CC Attribution 2.0 Belgium:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Veracruz is a framework for designing and deploying privacy-preserving computations amongst a group of mutually mistrusting individuals. Veracruz uses strong isolation technologies, such as AWS Nitro Enclaves, Arm CCA Realms, and the high-assurance seL4 hypervisor, to provide a safe, neutral ground, within which a sandboxed WebAssembly program executes. Recent enhancements to Veracruz have made it possible to support larger, more complex privacy-preserving computations: we have adopted the WebAssembly System Interface (WASI) as our programming model, which can be used by executing WebAssembly programs to query and modify an efficient in-memory filesystem, for example. In this talk, I will first introduce Veracruz before finally focusing on a real-world use-case for Veracruz, in privacy-preserving video object detection, developed as part of a collaboration between the Veracruz team and IOTEX, a manufacturer of IoT cameras.