Data privacy is an increasingly critical issue of the digital age. Sweeping laws such as GDPR and California Consumer Privacy Act are being enacted. The implications are particularly profound in healthcare and financial sectors. Challenges abound in the 3 way tug-of-war of Privacy vs Utility vs Overhead. Modern privacy preserving techniques for Big Data and AI are raising to address the challenges. Changrong Ji of CareFirst BlueCross BlueShield will survey the state of data privacy, and discuss opportunities for learners, practitioners and entrepreneurs in this space with tremendous impact potentials.
• Data Privacy for Citizens
• Business and Legal Implications
• Privacy Preserving Techniques
• Differential Privacy
• Federated Learning
• Homomorphic Encryption
• Secure Multi-party Computation
• Ensemble models
• Resources for deeper dive
This presentation will be given by Changrong Ji, an experienced Enterprise Architect at CareFirst BlueCross BlueShield.