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© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Detect Abnormal Device Behavior with
AWS IoT Device Defender
Dan Miller
Sr SW Dev Engineer
AWS IoT Device Defender Group
AWS
Rob Marano
Principal Consultant
Professional Services
AWS
I O T 3 1 3
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Agenda
1. Overview of AWS IoT Device Defender
2. Today’s workshop environment setup
3. Detect, generate event, report
4. “Hands on keyboard”
5. Review & wrap-up
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Agenda
1. Overview of AWS IoT Device Defender
2. Today’s workshop environment setup
3. Detect, generate event, report
4. “Hands on keyboard”
5. Review & wrap-up
• Overview of AWS IoT
Device Defender - 300 level
• Setup AWS IoT Device
Defender on a device
• Create behavior profile
• View and respond to alerts,
triggered by simulated
event
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Agenda
1. Overview of AWS IoT Device Defender
2. Today’s workshop environment setup
3. Detect, generate event, report
4. “Hands on keyboard”
5. Review & wrap-up
• Instructions on how to use
pre-built environment
• How to get and set up local
Vagrant
• How to use the basic tools
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Agenda
1. Overview of AWS IoT Device Defender
2. Today’s workshop environment setup
3. Detect, generate event, report
4. “Hands on keyboard”
5. Review & wrap-up
• Walk-through
• Detection
• Event generation
• Reporting
• Viewing on violations on
the Console
• Using Amazon Simple
Notification Service
(Amazon SNS) to take an
action, like send an email
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Agenda
1. Overview of AWS IoT Device Defender
2. Today’s workshop environment setup
3. Detect, generate event, report
4. “Hands on keyboard”
5. Review & wrap-up
• Your turn!
• Code up
• Detection
• Event generation
• Alert reporting
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Agenda
1. Overview of AWS IoT Device Defender
2. Today’s workshop environment setup
3. Detect, generate event, report
4. “Hands on keyboard”
5. Review & wrap-up
• Time to ask questions
• What is next for your
journey with AWS IoT
Device Defender
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Related breakouts
Wednesday, November 28
Audit Your Device Fleet with AWS IoT Device Defender
2:30 p.m. – 3:30 p.m. | Mirage, Grand Ballroom B, Table 9
Thursday, November 29
Managing Security of Large IoT Fleets
12:15 p.m. – 1:15 p.m. | Aria East, Level 2, Mariposa 8
Friday, November 30
Detect Abnormal Device Behavior with AWS IoT Device Defender
11:30 a.m. – 12:30 p.m. | Mirage, Grand Ballroom B, Table 10
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
How we think of IoT architecture @ AWS
Endpoints
Fleet onboarding,
management and
SW updates
Fleet
audit and
protection
IoT data analytics
and intelligence
Gateway
Things
Sense & act
Cloud
Storage & compute
Secure local
triggers, actions,
and data sync
Intelligence
Insights & logic → Action
Secure device
connectivity
and messaging
AWS Greengrass
AWS IoT Core
AWS IoT
Device Management
Amazon
FreeRTOS
AWS IoT Device
Defender AWS IoT Analytics
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Audit device
configurations, define and monitor
device behavior
Identify drifts in security
settings and detect device
anomalies
Generate alerts Patch security vulnerabilities
AWS IoT Device Defender
Keep your fleet secure
AWS IoT Device Defender is a fully managed IoT security service that
enables you to secure your fleet of connected devices on an ongoing basis
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Audit device
configurations
Monitor device
behavior
Generate
alerts
Patch security
vulnerabilities
AWS IoT Device Defender
Keep your fleet secure
Identify
anomalies
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
GitHub repository
https://github.com/aws-samples/aws-iot-device-defender-workshop.git
Workshop instructions
AWS CloudFormation template
Attack simulation scripts
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Workshop
CloudFormation stack
Amazon Elastic Compute Cloud
(Amazon EC2) instances
Simulated device
Attack target
AWS Cloud9 IDE
Run agent and attack scripts
AWS IoT thing
Includes certificates and polices
AWS IoT thing group
“DeviceDefenderWorkshop”
Subnet
AWS IoT
Device
Defender
Agent
AWS
Cloud9
EC2 instance
Target
AWS IoT
EC2 instance
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS Cloud9 development environment
We will use AWS Cloud9 as our development and ”device” environment
Run the AWS IoT Device Defender agent
Run attack simulation scripts
Interact with AWS IoT Device Defender APIs through AWS Command Line Interface (AWS CLI)
(optional)
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS IoT Device Defender Detect key components
Metrics
Device-side and cloud-side
Behavior Profiles
Violations
Alerts
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Behavior profile
Defines desired device behavior
Create a behavior profile in AWS IoT Device Defender that defines normal network traffic from
a device
Behavior outside of profile generates a violation
Generate abnormal network traffic on our device, triggering a violation
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Alerts
In AWS IoT Device Defender console
View past and current violations
Amazon SNS notifications
We will use Amazon SNS to send an email when violation is detected
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Walk-through instructions
“Instructions.pdf” in the docs folder of the GitHub repository
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
What we covered
• Overview of AWS IoT Device Defender
• Today’s workshop environment setup
• Detect, generate event, report
• “Hands on keyboard”
Thank you!
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Dan Miller
damiller@lab126.com
Rob Marano
maranoro@amazon.com
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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Detect Abnormal Device Behavior with AWS IoT Device Defender (IOT313-R3) - AWS re:Invent 2018

  • 1.
  • 2. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Detect Abnormal Device Behavior with AWS IoT Device Defender Dan Miller Sr SW Dev Engineer AWS IoT Device Defender Group AWS Rob Marano Principal Consultant Professional Services AWS I O T 3 1 3
  • 3. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Agenda 1. Overview of AWS IoT Device Defender 2. Today’s workshop environment setup 3. Detect, generate event, report 4. “Hands on keyboard” 5. Review & wrap-up
  • 4. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Agenda 1. Overview of AWS IoT Device Defender 2. Today’s workshop environment setup 3. Detect, generate event, report 4. “Hands on keyboard” 5. Review & wrap-up • Overview of AWS IoT Device Defender - 300 level • Setup AWS IoT Device Defender on a device • Create behavior profile • View and respond to alerts, triggered by simulated event
  • 5. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Agenda 1. Overview of AWS IoT Device Defender 2. Today’s workshop environment setup 3. Detect, generate event, report 4. “Hands on keyboard” 5. Review & wrap-up • Instructions on how to use pre-built environment • How to get and set up local Vagrant • How to use the basic tools
  • 6. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Agenda 1. Overview of AWS IoT Device Defender 2. Today’s workshop environment setup 3. Detect, generate event, report 4. “Hands on keyboard” 5. Review & wrap-up • Walk-through • Detection • Event generation • Reporting • Viewing on violations on the Console • Using Amazon Simple Notification Service (Amazon SNS) to take an action, like send an email
  • 7. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Agenda 1. Overview of AWS IoT Device Defender 2. Today’s workshop environment setup 3. Detect, generate event, report 4. “Hands on keyboard” 5. Review & wrap-up • Your turn! • Code up • Detection • Event generation • Alert reporting
  • 8. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Agenda 1. Overview of AWS IoT Device Defender 2. Today’s workshop environment setup 3. Detect, generate event, report 4. “Hands on keyboard” 5. Review & wrap-up • Time to ask questions • What is next for your journey with AWS IoT Device Defender
  • 9. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Related breakouts Wednesday, November 28 Audit Your Device Fleet with AWS IoT Device Defender 2:30 p.m. – 3:30 p.m. | Mirage, Grand Ballroom B, Table 9 Thursday, November 29 Managing Security of Large IoT Fleets 12:15 p.m. – 1:15 p.m. | Aria East, Level 2, Mariposa 8 Friday, November 30 Detect Abnormal Device Behavior with AWS IoT Device Defender 11:30 a.m. – 12:30 p.m. | Mirage, Grand Ballroom B, Table 10
  • 10. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 11. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. How we think of IoT architecture @ AWS Endpoints Fleet onboarding, management and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & act Cloud Storage & compute Secure local triggers, actions, and data sync Intelligence Insights & logic → Action Secure device connectivity and messaging AWS Greengrass AWS IoT Core AWS IoT Device Management Amazon FreeRTOS AWS IoT Device Defender AWS IoT Analytics
  • 12. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Audit device configurations, define and monitor device behavior Identify drifts in security settings and detect device anomalies Generate alerts Patch security vulnerabilities AWS IoT Device Defender Keep your fleet secure AWS IoT Device Defender is a fully managed IoT security service that enables you to secure your fleet of connected devices on an ongoing basis
  • 13. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Audit device configurations Monitor device behavior Generate alerts Patch security vulnerabilities AWS IoT Device Defender Keep your fleet secure Identify anomalies
  • 14. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 15. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. GitHub repository https://github.com/aws-samples/aws-iot-device-defender-workshop.git Workshop instructions AWS CloudFormation template Attack simulation scripts
  • 16. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Workshop CloudFormation stack Amazon Elastic Compute Cloud (Amazon EC2) instances Simulated device Attack target AWS Cloud9 IDE Run agent and attack scripts AWS IoT thing Includes certificates and polices AWS IoT thing group “DeviceDefenderWorkshop” Subnet AWS IoT Device Defender Agent AWS Cloud9 EC2 instance Target AWS IoT EC2 instance
  • 17. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS Cloud9 development environment We will use AWS Cloud9 as our development and ”device” environment Run the AWS IoT Device Defender agent Run attack simulation scripts Interact with AWS IoT Device Defender APIs through AWS Command Line Interface (AWS CLI) (optional)
  • 18. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 19. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. AWS IoT Device Defender Detect key components Metrics Device-side and cloud-side Behavior Profiles Violations Alerts
  • 20. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Behavior profile Defines desired device behavior Create a behavior profile in AWS IoT Device Defender that defines normal network traffic from a device Behavior outside of profile generates a violation Generate abnormal network traffic on our device, triggering a violation
  • 21. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Alerts In AWS IoT Device Defender console View past and current violations Amazon SNS notifications We will use Amazon SNS to send an email when violation is detected
  • 22. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 23. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Walk-through instructions “Instructions.pdf” in the docs folder of the GitHub repository
  • 24. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 25. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. What we covered • Overview of AWS IoT Device Defender • Today’s workshop environment setup • Detect, generate event, report • “Hands on keyboard”
  • 26. Thank you! © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Dan Miller damiller@lab126.com Rob Marano maranoro@amazon.com
  • 27. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.