About 50 Challenges for AI Privacy and Personal Data Pr

本文探讨了人工智能(AI)时代隐私和个人数据保护面临的五大挑战,包括法律框架、公平性与实用性平衡、敏感数据管理、技术与制度保障,以及核心算法的隐私保护。文章介绍了相关法律如GDPR,并讨论了如何通过引入差分隐私等技术来确保AI系统的公平性和保护个人数据的实用性。同时,文章提到了神经网络、深度学习、强化学习和生成对抗网络等核心算法的隐私保护措施。

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作者:禅与计算机程序设计艺术

1.简介

Artificial Intelligence (AI) has revolutionized many industries with applications such as self-driving cars, face recognition, voice assistants, etc., which can directly impact our daily lives. However, as AI gains more prominence in various fields, there are also concerns about privacy and personal data protection of users’ sensitive information collected through these technologies. As a consequence, numerous legal requirements have been brought into force to protect user privacy online. This paper will focus on five major challenges related to this topic.

In this article, we will provide an overview of existing laws, regulations, standards, and guidelines that govern the use of AI technologies, covering topics including c

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