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Manufactured Parts

Computer-controlled Tools

Attacker

Watchdogs

Possible solution:Observe the energy consumption, sound, vibrations, and visual appearance of moving parts (i.e. side-channels)

Research Topics

A BEnhance the transition to practice of existing

research

Develop new methods to detect attacks by observing

side-channels

Topic AEnhance the transition to practice of existing research

Topic BDevelop new methods to detect attacks by observing side-channels

Growing side-channels techniques from the lab into production

• Watchdog network install

Growing side-channels techniques from the lab into production

• Watchdog network install• Increase possible operational situations

commodity desktop machine

Less powerful deviceMore resistant

Topic AEnhance the transition to practice of existing research

Topic BDevelop new methods to detect attacks by observing side-channels

Growing side-channels techniques from the lab into production

• Watchdog network install• Increase possible operational situations• Maximize watchdog’s swarm performance

Commodity CPUs:Reduced performance

Topic AEnhance the transition to practice of existing research

Topic BDevelop new methods to detect attacks by observing side-channels

Growing side-channels techniques from the lab into production

• Watchdog network install• Increase possible operational situations• Maximize watchdog’s swarm performance

Study different typesof processing units

One small Digital Signal Processor per sensor-distribute the computational load-

Topic AEnhance the transition to practice of existing research

Topic BDevelop new methods to detect attacks by observing side-channels

Existing attack detectionsNew algorithms to detect attacks using side-channels

• Improve existing attack detection

Current video footage watchdogs requiretaking the machine into a rest position.

-Decreases productivity-

Topic AEnhance the transition to practice of existing research

Topic BDevelop new methods to detect attacks by observing side-channels

Existing attack detectionsNew algorithms to detect attacks using side-channels

• Improve existing attack detection• Explore new detection opportunities

Sound Vibration Temperature (…) Explore the frequency spectrumof captured signals

Existing attack detectionsNew algorithms to detect attacks using side-channels

• Improve existing attack detection• Explore new detection opportunities• Explore Machine Learning to detect attacks

Topic AEnhance the transition to practice of existing research

Topic BDevelop new methods to detect attacks by observing side-channels