这些生动具体的实例充分证明了Adversarial Robustness Toolbox在提升AI系统安全性方面的巨大潜力与无限可能性。 四、Adversarial Robustness Toolbox的代码示例 4.1 代码示例1:使用工具箱进行模型评估 在开始之前,让我们通过一个简单的例子来看看如何使用Adversarial Robustness Toolbox (ART)来评估一个预训练的深度学习模型。
此仓库是为了提升国内下载速度的镜像仓库,每日同步一次。 原始仓库:https://github.com/IBM/adversarial-robustness-toolbox main 克隆/下载 git config --global user.name userName git config --global user.email userEmail 分支25 标签60 Beat BuesserBump version to ART 1.18.0a03c85e5个月前 ...
刚刚在github上线了 AdverTorch, 一个adversarial robustness research相关的pytorch based toolbox。支持一些常用的attacks, defenses(不过众所周知都不怎么work),BPDA module,以及adversarial training的examples。 BorealisAI/advertorchgithub.com/borealisai/advertorch NIPS之后会修改这篇文章更新一些例子和用法。 也欢迎...
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Home: https://github.com/Trusted-AI/adversarial-robustness-toolbox Package license: MIT Summary: Toolbox for adversarial machine learning. Development: https://github.com/Trusted-AI/adversarial-robustness-toolbox Documentation: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Documentati...
advertorch is a toolbox for adversarial robustness research. It contains various implementations for attacks, defenses and robust training methods. advertorch is built on PyTorch (Paszke et al., 2017), and leverages the advantages of the dynamic computational graph to provide concise and efficient ref...
IBM/adversarial-robustness-toolboxofficial 4,821 IBM/AIF360 2,435 Abhishek2271/TransferabilityAnalysis 1 sgxcj777/Adversarial-testing-toolbo… 1 sgxcj777/Advesarial-robustess-evalu… 0 See all 6implementations Tasks Edit AddRemove Datasets
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machine-learningtensorflowkerasself-driving-carautonomous-vehiclesadversarial-machine-learningdonkey-caradversarial-robustness-toolboxsecurity-in-artificial-intelligence UpdatedJun 3, 2022 TeX An University Project for the AI4Cybersecurity class. artresnet-50face-identificationadversarial-machine-learningadversarial...
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 adv