JD has a unique environment with plentiful of AI powered security applications and AI platforms that need security hardening. In this talk, I will highlight our experience in applying AI in anti-fraud and automated IoT vulnerability discovery. Then I will provide highlights in our work with privacy preserving model training on our AI platform.