Tag: data-protection

Privacy policies cannot protect personal data once it is embedded in AI model parameters. Only the privacy-by-design approach pioneered by Ann Cavoukian provides real AI data privacy protection. With GDPR penalties exceeding 7.1 billion euros, technical controls like differential privacy and federated learning are no longer optional.

Most AI attacks target data through AI interfaces, not the models themselves. LayerX Security found that 77% of employees paste data into GenAI prompts with most of that activity happening through unmanaged accounts. These are the real AI security threats enterprise teams face and practical strategies to defend against them.