IEEE 3129-2023
- standard by IEEE, 06/02/2023
- IEEE Standard for Robustness Testing and Evaluation of Artificial Intelligence (AI)-based Image Recognition Service
- Category: IEEE
$56.00
$28.00
Full Description
Scope
This standard provides test specifications with a set of indicators for interference and adversarial attacks that can be used to evaluate the robustness of artificial intelligence (AI)-based image recognition services. This standard specifies robustness requirements and establishes an assessment framework to evaluate the robustness of AI-based image recognition services under various settings.
Purpose
The purpose of this standard is to guide individuals and organizations who provide, develop, or use AI-based image recognition services in testing and evaluating these services and in improving the robustness of these services. It is also applicable to guide third-party evaluation laboratories to test and evaluate the robustness of the service by applying standards-based testing to score individual algorithmic implementations.
Abstract
New IEEE Standard - Active.
Test specifications with a set of indicators for common corruption and adversarial attacks, which can be used to evaluate the robustness of artificial intelligence-based image recognition services are provided in this standard. Robustness attack threats and establishes an assessment framework to evaluate the robustness of artificial intelligence-based image recognition service under various settings are also specified in this standard.
Product Details
- Published:
- 06/02/2023
- ISBN(s):
- 9781504497916, 9781504497527, 9781504497534
- Number of Pages:
- 30
- File Size:
- 1 file , 1.8 MB
- Product Code(s):
- STD26190, STDPD26190, STDPL26221
- Note:
- This product is unavailable in Russia, Ukraine, Belarus
