GitHub - oreganko/Attacks-On-Image-Processing-Neural-Networks: This repository contains experiments for Masters Thesis of Computer Science on AGH University of Science. Topic of thesis was Attacks on image-processing neural networks. Backdoor patch attack was carried out on three neural networks trained with use of transfer learning. Attacks were launched with use of static and adaptive adversarial patches created with targeted deepfool algorithm.

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This repository contains experiments for Masters Thesis of Computer Science on AGH University of Science. Topic of thesis was Attacks on image-processing neural networks. Backdoor patch attack was carried out on three neural networks trained with use of transfer learning. Attacks were launched with use of static and adaptive adversarial patches …

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
attacks		attacks
dataset_preprocessing		dataset_preprocessing
patches		patches
training		training
.gitignore		.gitignore
Praca_Magisterska_Organek.pdf		Praca_Magisterska_Organek.pdf
attack.py		attack.py
constants.py		constants.py
utils.py		utils.py