Importance of Data Privacy in Responsible AI
Explore the critical role of data privacy in responsible AI by learning how to protect personally identifiable and health information. Understand the difference between data privacy and security, and examine ethical and legal considerations. Recognize real-world privacy challenges and how to address them to ensure ethical AI use.
Data privacy refers to the protection of an individual’s or organization’s data from unauthorized access, use, disclosure, or alteration.
It encompasses the practices, policies, and measures put in place to ensure that personal or sensitive information is handled in a way that respects individuals’ rights and expectations regarding the confidentiality and security of their data.
In the context of AI, data privacy revolves around safeguarding what is known as personally identifiable information (PII) and personal health information (PHI).
PII is any information linked to an individual’s identity. Examples of such sensitive data encompass social security numbers, as well as financial details like bank accounts and credit card numbers.
PHI refers to any individually ...