inversion-attack

Here are 2 public repositories matching this topic...

MADONOKOUKI / SIA-GAN

Code of "SIA-GAN: Scrambling Inversion Attack Using Generative Adversarial Network" (IEEE Access 2021). Easy-to-use version: pip install scramblekit

computer-vision deep-learning pytorch gan cifar10 security-evaluation privacy-preserving-machine-learning image-scrambling inversion-attack learnable-image-encryption

Updated Oct 1, 2026
Python

vinzabe / embedding-inversion-defender

Star

Measure what a text embedding leaks, then defend it — with the honest finding that exact-reconstruction metrics say safe while a token-membership attacker still recovers sensitive words. Privacy-utility frontier over noise/quantize/dropout.

python security machine-learning privacy embeddings differential-privacy inversion-attack

Updated Aug 24, 2026
Python

Add this topic to your repo

To associate your repository with the inversion-attack topic, visit your repo's landing page and select "manage topics."

Learn more