~/talk

Build an end-to-end IoT system using JavaScript with "GDPR awareness"

Talkat JSConf EU 2019 · 2019-06-01..06-02· [javascript, web-platform, security]
name:Ziran Sun
links:none on file
slides:none on file

Claims an end-to-end JavaScript IoT stack using JerryScript for constrained devices, a Node.js gateway running the Mozilla IoT Web of Things, Web Bluetooth onboarding and HTTPS tunnels with JSON Web Tokens for scoped access. Implements federated learning with clients on Raspberry Pi 3 gateways and an aggregate cloud server, keeping raw data local. Prototype trains a digit-recognition model and reports ~0.97–0.98 accuracy, showing the system works at small scale while assessing GDPR compliance.

AI-written summary · about

  1. 0:00Start
  2. 2:40Holiday Resort Owner
  3. 11:00Things Gateway - Security
  4. 19:16IoT System Architecture using FL
  5. 22:17Aggregate server
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