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advboxes / AdvBox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
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Can StealthTshirt be used for generating new adversarial patches? #84

Closed cyber-ranger closed 2 years ago

cyber-ranger commented 2 years ago

It looks like /applications/StealthTshirt/StealthTshirtDemo.py only provides the YOLO OD demo. Is there only one patch (Defcon_Sticker.png) can be used for physical adversarial attack? How can I use AdvBox for generating more adversarial patches? THX

jayxio commented 2 years ago

We've recently been working on a new project https://github.com/PaddlePaddle/PaddleSleeve/tree/main/AdvBox. It contains a digital attack demo for object detectors based on the PaddleDetection project.

Check out Adversarial Perturbation for Object Detection section. You can generate new patches based on the new object detector provided by PaddleDetection. Physical attack is developing.