# Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer

> Research article (arXiv (Cornell University), 2018) · cited 30× · AI/ML

**Wikidata**: [openalex:W2910850389](https://www.wikidata.org/wiki/openalex:W2910850389)  
**Source**: https://4ort.xyz/entity/beyond-pixel-norm-balls-parametric-adversaries-using-an-analytically-differentiable-renderer