https://cognaptus.com/tags/unlearnable-examples/ Recent content in Unlearnable-Examples on Cognaptus Hugo -- 0.145.0 en-us Tue, 29 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-29-restore-the-image-preserve-the-poisoning-signal/ Tue, 29 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-29-restore-the-image-preserve-the-poisoning-signal/ Imperfect Restoration Poisoning shows that data protection can recover image quality without fully restoring learnability, changing how teams should think about the trade-off between perceptual usability and resistance to model training.