Privacy-Preserving Artificial Intelligence: Challenges, Techniques, and Trade-offs
Modern artificial intelligence (AI) depends on large and diverse datasets, creating significat challenges for the protection of personal and sensitive information. The privacy problem is not limited to model traning: data can be exposed during collection, preparation, training, deployment, inference, and subsequent use...