Tomorrow’s Tech Treepowered by Astra

AI Safety & Governance · Recorded milestone

Adversarial examples

Recorded year2013

Szegedy and colleagues show that tiny, invisible changes to an image can make a neural network badly misjudge it.

Explore this milestone on the interactive map

Built on

Led to

Sources & evidence

Dataset updated 2026-10-18. This individual record has not been separately re-reviewed.