References

Intriguing properties of neural networks

Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, & Rob Fergus (2013)

arXiv.

DOI: https://doi.org/10.48550/arxiv.1312.6199

Abstract. Discovers adversarial examples: small, often imperceptible perturbations to images that cause deep networks to produce wildly incorrect outputs. The paper opened the field of adversarial robustness research.

Tags: ai-safety adversarial-examples robustness

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