ML Anthology

Adversarial Reprogramming of Neural Cellular Automata

Ettore Randazzo, Alexander Mordvintsev, Eyvind Niklasson, Michael Levin
Distill 2021
doi:10.23915/distill.00027.004 /distill/2021/randazzo2021distill-adversarial/

Abstract

Distill articles are interactive publications and do not include traditional abstracts. This summary was written for the ML Anthology. Demonstrates that trained neural cellular automata can be adversarially reprogrammed to perform novel tasks or produce incorrect outputs, exploring the robustness of learned self-organizing behaviors.

Distill Code Semantic Scholar

Cite

Text

Randazzo et al. "Adversarial Reprogramming of Neural Cellular Automata." Distill, 2021. doi:10.23915/distill.00027.004

Markdown

[Randazzo et al. "Adversarial Reprogramming of Neural Cellular Automata." Distill, 2021.](https://mlanthology.org/distill/2021/randazzo2021distill-adversarial/) doi:10.23915/distill.00027.004

BibTeX

@article{randazzo2021distill-adversarial,
  title     = {{Adversarial Reprogramming of Neural Cellular Automata}},
  author    = {Randazzo, Ettore and Mordvintsev, Alexander and Niklasson, Eyvind and Levin, Michael},
  journal   = {Distill},
  year      = {2021},
  doi       = {10.23915/distill.00027.004},
  url       = {https://mlanthology.org/distill/2021/randazzo2021distill-adversarial/}
}