Data Ethics

Privacy-Preserving Federated Learning - Future Collaboration and Continued Research

• Final NIST blog concludes US‑UK collaboration on privacy‑preserving federated learning. • Series tracks evolution from theoretical PET discussions to real‑world adoption. • Explo

Data Pipeline Challenges of Privacy-Preserving Federated Learning

• PPFL hides raw data from training org, preventing quality assessment and format validation. • Traditional preprocessing steps are often omitted in PPFL research, focusing solely