---
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