Blogs
Fairness versus Privacy: sensitive data is needed for bias detection
Authors: Sebastiaan Berendsen and Emma Beauxis-Aussalet AI systems are vulnerable for biases that can lead to unfair and harmful outcomes. Methods to detect such biases in AI systems rely on sensitive data. However, this reliance on sensitive data is problematic due to ethical and legal concerns. Sensitive data is essential Read more…