ISO-24029
Artificial intelligence — Assessment of the robustness of neural networks
Multi-part standard for assessing the robustness of neural networks. Covers formal methods, statistical approaches, and perturbation-based testing for evaluating how neural networks respond to adversarial inputs and distributional shifts.
- Document
- ISO/IEC 24029 (series, 2021)
- URL
- https://www.iso.org/standard/77609.html
- Label
- Standard
- Keywords
- neural networks robustness adversarial inputs formal methods perturbation testing
Domain: Artificial Intelligence and Machine Learning · Standard