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Information technology - Artificial intelligence - Overview of trustworthiness in artificial intelligence
信息技术.人工智能.人工智能可信度概述
本文档调查了人工智能系统中与可信度相关的主题,包括以下内容:
-通过透明度、可解释性、可控性等建立对AI系统信任的方法;
-工程上的陷阱和对人工智能系统的典型相关威胁和风险,以及可能的缓解技术和方法;和
-评估和实现人工智能系统可用性、弹性、可靠性、准确性、安全性、安全性和隐私的方法。
人工智能系统的可信度等级规范超出了本文档的范围。
This document surveys topics related to trustworthiness in AI systems, including the following:
- approaches to establish trust in AI systems through transparency, explainability, controllability, etc.;
- engineering pitfalls and typical associated threats and risks to AI systems, along with possible mitigation techniques and methods; and
- approaches to assess and achieve availability, resiliency, reliability, accuracy, safety, security and privacy of AI systems.
The specification of levels of trustworthiness for AI systems is out of the scope of this document.