Tag
#training-data
4 posts tagged training-data.
- data-privacy
How to Anonymize Training Data: Techniques, Tools, and Compliance Considerations
A practitioner's guide to how to anonymize training data — covering PII scrubbing, k-anonymity, differential privacy, synthetic data generation, and GDPR compliance requirements.
- policy
How Membership Inference Attacks Work — and Why They Matter for Privacy
Membership inference attacks reveal whether a specific person's record was in a model's training set. Here's the mechanism, the modern shadow-model
- policy
Training-Data Privacy and Data-Subject Rights Against AI Models
EDPB Opinion 28/2024 and CNIL's 2025 guidance reshaped how GDPR applies to AI training data — when a model is 'anonymous,' the legitimate-interest basis
- policy
The Privacy Risks of AI Chat Assistants: Retention, Review, Training
Consumer AI assistants increasingly default to using your conversations for training, human review, and multi-year retention.