Detection Is Not Enough - Attack Recovery for Safe and Robust Autonomous Robotic Vehicles

Detection Is Not Enough - Attack Recovery for Safe and Robust Autonomous Robotic Vehicles

USENIX Enigma Conference via YouTube Direct link

Intro

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1 of 20

Intro

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Detection Is Not Enough - Attack Recovery for Safe and Robust Autonomous Robotic Vehicles

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  1. 1 Intro
  2. 2 Perception in Robotic Vehicles (RV)
  3. 3 Sensor Attacks Against Robotic Vehicles (RV)
  4. 4 Attack Detection, Anomaly Detection
  5. 5 Failsafe is not enough either...
  6. 6 Sensor → PID Control → Actuator Signal
  7. 7 RV under Attack
  8. 8 PID Over-Compensates under Attacks
  9. 9 Approach to design Recovery Techniques
  10. 10 Feedforward Controller (FFC) Design
  11. 11 Recovery Framework
  12. 12 Multiple Sensor under Attack
  13. 13 Attack Setting
  14. 14 Recovery Goal
  15. 15 Prevent Erroneous Actuator Signals
  16. 16 Identify the Sensor(s) under attack
  17. 17 Isolate Sensor(s) from Control Process
  18. 18 Substitute Input Sequence: Historic States
  19. 19 Recovery with Historic State Input
  20. 20 Without Recovery

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