PrivacyRaven: Implementing a proof of concept for model inversion
blog.trailofbits.com | blog | #privacy | #research | #security-testing | #machine-learning | #model-inversion | #privacyraven
Summary
PrivacyRaven tests deep learning frameworks against privacy attacks. This post walks through implementing a model inversion proof of concept that reconstructs training data from model outputs.
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--- id: 1807 title: "PrivacyRaven: Implementing a proof of concept for model inversion" source_domain: blog.trailofbits.com source_url: "https://blog.trailofbits.com/2021/11/09/privacyraven-implementing-a-proof-of-concept-for-model-inversion/" published_at: "2021-11-09T05:45:55Z" tags: ["privacy", "research", "security-testing", "machine-learning", "model-inversion", "privacyraven"] phying_url: "https://phying.com/item/1807" lang: en --- # PrivacyRaven: Implementing a proof of concept for model inversion ## Summary PrivacyRaven tests deep learning frameworks against privacy attacks. This post walks through implementing a model inversion proof of concept that reconstructs training data from model outputs. ## Intelligence Metadata - **Sources:** blog.trailofbits.com - **Published:** 2021-11-09T05:45:55Z - **Original:** https://blog.trailofbits.com/2021/11/09/privacyraven-implementing-a-proof-of-concept-for-model-inversion/ - **Phying News:** https://phying.com/item/1807