Apr 8, 2021 · Artificial Intelligence

Federated Learning in E‑commerce Marketing: JD.com’s 9N‑FL Platform Overview and Practices

This article explains how data islands hinder AI progress, introduces federated learning as a privacy‑preserving solution, details JD.com’s 9N‑FL platform—including its architecture, features, classification, privacy‑preserving techniques, and algorithm support—and demonstrates its successful application in e‑commerce advertising that yielded over 15% revenue growth.

AIDistributed Systemsfederated learning

0 likes · 12 min read

Federated Learning in E‑commerce Marketing: JD.com’s 9N‑FL Platform Overview and Practices

AntTech

Aug 18, 2020 · Artificial Intelligence

Shared Intelligence vs. Federated Learning: Techniques, Challenges, and Ant Group’s Practical Experience

The article compares shared intelligence and federated learning, examines privacy‑preserving techniques such as MPC, TEE, and differential privacy, discusses gradient‑inversion attacks and their mitigations, and presents Ant Group’s end‑to‑end system design and real‑world deployments in finance.

AI securityAnt GroupMPC

0 likes · 22 min read

Shared Intelligence vs. Federated Learning: Techniques, Challenges, and Ant Group’s Practical Experience