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Adversarial patch attack of an image classifier embedded on a jetbot

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MathsVeille/Attacking_JetBot

 
 

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Attacking_JetBot

The goal of this project was to attack a JetBot embedded image classifier (https://jetbot.org/master/examples/collision_avoidance.html) with adversarial patches.

One of the challenges was to generate fake digital images attacked by a patch taking into account the distortion of the camera, its noise and its tilt.

More information can be found in the paper (.pdf).

attack_github.mp4

The full video and two others can be found here : https://drive.google.com/drive/folders/14Z4wmOgZl15x2TCZS4fOQZop32LfqaFO?usp=share_link.

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Adversarial patch attack of an image classifier embedded on a jetbot

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  • Python 77.1%
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