Neural Networks Visualization : Activation Maps, Adversarial examples...
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Updated
Dec 20, 2017 - Jupyter Notebook
Neural Networks Visualization : Activation Maps, Adversarial examples...
Attacking machine learning system with adversarial examples.
Adversarial perturbation intensity strategy achieving chosen intra-technique transferability level for logistic regression
Simple code related to adversarial examples, attacks, and defenses.
Binary Iterative Method for Non Adversarial Attack
Make adversarial images of characters
Tracking the research progress of publicly-known adversarial attacks on machine learning, and their corresponding defences.
COPRA: Constrained Prominence Adversarial Attack and Defense on Sparse and Discrete Clinical Data
Adversarially-Built Shapelets Algorithm
Source code for ESORICS 2020 paper "Detection by attack: Detecting adversarial samples by undercover attack"
adversarial deep learning
A geometry-inspired decision-based attack
Exploring compression based defenses against adversarial attacks.
A brief study on Adversarial Attacks and python scripts to generate and study them.
Generazione di Immagini Avversariali in Tensorflow
An interpretability method for XGBoost and fault detection models
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