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SAMSUNG OPEN SOURCE CONFERENCE 2019
SOSCON
Let's build IoT with privacy in mind
Samsung Research UK | Open Source Group | Ziran Sun & Philippe Coval
October 2019
SAMSUNG OPEN SOURCE CONFERENCE 2019
SOSCON2019
Content
Why Privacy in IoT?
Build a Smart Home with Web of Things
Modelling Your Smart Home with Digital Twins
Data Protection for Large-scale IoT with FL
01
02
03
04
SAMSUNG OPEN SOURCE CONFERENCE 2019
1. Why Privacy in IoT?
SAMSUNG OPEN SOURCE CONFERENCE 2019
Privacy in IoT
• Risk of loss of privacy in IoT is HIGH!!!
• GDPR
✓ Protects personal data in law
✓ Advocates “Data protection by design” or
“privacy by design”
• Open web platform promises enhanced privacy
SAMSUNG OPEN SOURCE CONFERENCE 2019
2. Build a Smart Home with
Web of Things
SOSCON2019Web of Things (WoT)
• Addresses interoperability challenge in IoT
• An application layer solution for IoT
• Specification work led by W3C
SOSCON2019WoT solution
SOSCON2019New device on-boarding
• PWA in the control device uses BLE to
scan and pair with the new device
• PWA device authenticates with the
new device
• PWA device pass WiFi details to the
authenticated new device via BLE
channel
• New device uses obtained WiFi
information to connect to the home
WiFi
SOSCON2019Progressive Web Application
• Websites that deliver native app-like user
experiences
- “Add to Home Screen” prompts
- Offline functionality
- Fast loading from cache
- (Optionally) web push notifications
• Only served over HTTPS
SOSCON2019Mozilla IoT Platform
SOSCON2019Things Gateway - Security & Privacy
• HTTPS via mozilla-iot.org tunnelling service
• Allow setting up a secure subdomains with
LetsEncrypt TLS certificates
• TCP tunnel uses PageKite from Mozilla cloud
server to Gateway
• OAuth to authorize third party apps & services
• JSON Web Tokens (JWT) used for authentication
SAMSUNG OPEN SOURCE CONFERENCE 2019
3. Modelling Your Smart
Home with Digital Twins
SOSCON2019Digital Twin
• Digital replica of living or non living entity
• Real time (or deferred) connectivity
• “Devices as service” concept:
• Pre/Co/Re/Design (products and services)
• Impact analysis, simulation, playback
• Improve decision making
• Domains:
• Industry (4.0), (Smart) City to generic uses
• Digital Twins on The Web : Web of Twins
SOSCON2019Web of twins with Javascript
• From Low End Devices: MCU on IoT.js / JerryScript
• REST API using webthing-iotjs
• IO: GPIO, ADC, PWM, I2C: generic-sensors-lite
• Handled by Mozilla IoT Gateway
• To Web Browser
• Security handled with JSON Web Token (JWT)
• 3D rendering using A-Frame framework (WebXR)
• Real time animation using WebSockets (or HTTP)
SOSCON2019Getting started with “Solar House”
SOSCON2019OpenSource Web Of Twins:
Demo application (with simulator, GLTF model)
https://npmjs.com/package/aframe-smart-home
Bridge from WebThings to A-Frame
https://npmjs.com/package/aframe-webthing
Robotic Arm for MCU and XR
https://www.npmjs.com/package/twins
More on wiki page:
https://github.com/rzr/webthing-iotjs/wiki/DigitalTwins
SAMSUNG OPEN SOURCE CONFERENCE 2019
4. Data Protection for
Large-scale IoT with FL
SOSCON2019Playing with raw data?
SOSCON2019Federated Learning (FL)
• Decentralized
• Privacy
• Possible Personalized for a user
SOSCON2019Privacy Factors
SOSCON2019IoT System Architecture Using FL
SOSCON2019Demo
FL_Demo_Video
SOSCON2019Demo
SOSCON2019Demo
SOSCON2019
SAMSUNG OPEN SOURCE CONFERENCE 2019
THANK YOU

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Iot privacy-soscon-2019

  • 1. SAMSUNG OPEN SOURCE CONFERENCE 2019 SOSCON Let's build IoT with privacy in mind Samsung Research UK | Open Source Group | Ziran Sun & Philippe Coval October 2019
  • 2. SAMSUNG OPEN SOURCE CONFERENCE 2019 SOSCON2019 Content Why Privacy in IoT? Build a Smart Home with Web of Things Modelling Your Smart Home with Digital Twins Data Protection for Large-scale IoT with FL 01 02 03 04
  • 3. SAMSUNG OPEN SOURCE CONFERENCE 2019 1. Why Privacy in IoT?
  • 4. SAMSUNG OPEN SOURCE CONFERENCE 2019 Privacy in IoT • Risk of loss of privacy in IoT is HIGH!!! • GDPR ✓ Protects personal data in law ✓ Advocates “Data protection by design” or “privacy by design” • Open web platform promises enhanced privacy
  • 5. SAMSUNG OPEN SOURCE CONFERENCE 2019 2. Build a Smart Home with Web of Things
  • 6. SOSCON2019Web of Things (WoT) • Addresses interoperability challenge in IoT • An application layer solution for IoT • Specification work led by W3C
  • 8. SOSCON2019New device on-boarding • PWA in the control device uses BLE to scan and pair with the new device • PWA device authenticates with the new device • PWA device pass WiFi details to the authenticated new device via BLE channel • New device uses obtained WiFi information to connect to the home WiFi
  • 9. SOSCON2019Progressive Web Application • Websites that deliver native app-like user experiences - “Add to Home Screen” prompts - Offline functionality - Fast loading from cache - (Optionally) web push notifications • Only served over HTTPS
  • 11. SOSCON2019Things Gateway - Security & Privacy • HTTPS via mozilla-iot.org tunnelling service • Allow setting up a secure subdomains with LetsEncrypt TLS certificates • TCP tunnel uses PageKite from Mozilla cloud server to Gateway • OAuth to authorize third party apps & services • JSON Web Tokens (JWT) used for authentication
  • 12. SAMSUNG OPEN SOURCE CONFERENCE 2019 3. Modelling Your Smart Home with Digital Twins
  • 13. SOSCON2019Digital Twin • Digital replica of living or non living entity • Real time (or deferred) connectivity • “Devices as service” concept: • Pre/Co/Re/Design (products and services) • Impact analysis, simulation, playback • Improve decision making • Domains: • Industry (4.0), (Smart) City to generic uses • Digital Twins on The Web : Web of Twins
  • 14. SOSCON2019Web of twins with Javascript • From Low End Devices: MCU on IoT.js / JerryScript • REST API using webthing-iotjs • IO: GPIO, ADC, PWM, I2C: generic-sensors-lite • Handled by Mozilla IoT Gateway • To Web Browser • Security handled with JSON Web Token (JWT) • 3D rendering using A-Frame framework (WebXR) • Real time animation using WebSockets (or HTTP)
  • 15. SOSCON2019Getting started with “Solar House”
  • 16. SOSCON2019OpenSource Web Of Twins: Demo application (with simulator, GLTF model) https://npmjs.com/package/aframe-smart-home Bridge from WebThings to A-Frame https://npmjs.com/package/aframe-webthing Robotic Arm for MCU and XR https://www.npmjs.com/package/twins More on wiki page: https://github.com/rzr/webthing-iotjs/wiki/DigitalTwins
  • 17. SAMSUNG OPEN SOURCE CONFERENCE 2019 4. Data Protection for Large-scale IoT with FL
  • 19. SOSCON2019Federated Learning (FL) • Decentralized • Privacy • Possible Personalized for a user
  • 25. SOSCON2019 SAMSUNG OPEN SOURCE CONFERENCE 2019 THANK YOU