Obfuscated Gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
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Obfuscated Gradients846
10 months agoJupyter Notebook
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
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5 years agomitPython
Pytorch implementation of convolutional neural network adversarial attack techniques
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Crafting adversarial images
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Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"
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A PyTorch baseline attack example for the NIPS 2017 adversarial competition
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Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Advis.js39
4 years agomitJavaScript
[Tensorflow.js] AdVis: Exploring real-time Adversarial Attacks in the browser with Fast Gradient Sign Method.
Advanced Gradient Obfuscating25
4 years ago1mitJupyter Notebook
Take further steps in the arms race of adversarial examples with only preprocessing.
Kwta Activation19
4 years agoPython
Qeba15
3 years ago2Python
Code for CVPR2020 paper QEBA: Query-Efficient Boundary-Based Blackbox Attack
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