Organizations must take into account privacy principles when developing Artificial Intelligence (AI) to ensure that data sets are comprehensive and inclusive. AI can be used to manage sensitive data, detect trends and patterns, and influence customer management and marketing. However, organizations must take the necessary steps to protect and secure personal data when using AI.
Comprehensive Data Sets
Creating comprehensive data sets that are representative of the population being served is essential when teaching AI.Algorithmic bias can present challenges for women, minorities, and other groups. Organizations should strive to create data sets that are as inclusive as possible.
Data Protection
Privacy is a major concern in the digital age. To restore trust in information systems, organizations must guarantee that technological advances will not threaten privacy but will improve the guarantee of privacy through the protection and security of personal data.Organizations must take care to comply with regulatory requirements for the protection and use of data for AI analysis. AI can be used to identify data breaches and respond to them more efficiently than traditional technologies. AI can also automate and streamline interactions with users in relation to requests for privacy, such as knowing what personal information an organization may have about them or eliminating personal information.
Data Security
AI is good at detecting trends and patterns that a human wouldn't detect, such as a sophisticated and random exfiltration attempt.Organizations must incorporate privacy protection into their design to remain viable. AI models must be trained with enough time and data points to ensure data security.
Third-Party Processing
When using a third party for processing AI, organizations must take the necessary steps to protect and secure personal data. The same requirements apply as for accessing or processing data from any other third party.Organizations should strive to create comprehensive data sets that are representative of the population they are serving while taking into account privacy principles when developing Artificial Intelligence (AI). Organizations must take the necessary steps to protect and secure personal data when using AI as a service. However, organizations must ensure that they are taking the necessary steps to protect and secure personal data when using AI.
