Roadmap of 2020

Q1: System Deployment and Development

• Split learning for training with data privacy protection [done]
• Horizontal FL Deployment on Kubernetes [To be merged]

Q2: Secure FL and Mobile devices FL

• Vertical FL Development with Secure Multi-Party Computation, Secure Programming Framework, focus on linear model. [Plan to release initial version]
• Horizontal FL on Mobile Devices with Personalization and Fast Adaptation. [Plan to release initial version]

Q3: Generalization and Scalability

• Vertical FL with MPC focus on neural nets.
• Horizontal FL on Mobile Devices scales to super scale.

Q4: TBD