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adversarial-examples

Website
Wikipedia

Trusted-AI / adversarial-robustness-toolbox

#计算机科学#Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Python attack adversarial-machine-learning poisoning trusted-ai 人工智能 extraction adversarial-attacks adversarial-examples evasion inference 隐私 red-team blue-team 机器学习

Python 5.33 k

3 天前

QData / TextAttack

#自然语言处理#TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

机器学习安全自然语言处理 adversarial-machine-learning adversarial-attacks data-augmentation adversarial-examples

Python 3.19 k

1 年前

bethgelab / foolbox

#计算机科学#A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

adversarial-examples 机器学习 Python adversarial-attacks PyTorch Tensorflow jax Keras

Python 2.87 k

1 年前

advboxes/AdvBox

advboxes / AdvBox

#计算机科学#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....

adversarial-examples paddlepaddle 机器学习安全深度学习 adversarial-example onnx adversarial-attacks

Jupyter Notebook 1.39 k

2 年前

BorealisAI / advertorch

#计算机科学#A Toolbox for Adversarial Robustness Research

PyTorch adversarial-examples adversarial-example adversarial-attacks adversarial-machine-learning adversarial-learning robustness toolbox 安全机器学习 benchmarking

Jupyter Notebook 1.34 k

2 年前

DSE-MSU / DeepRobust

#计算机科学#A pytorch adversarial library for attack and defense methods on images and graphs

adversarial-attacks adversarial-examples 深度神经网络 defense graph-neural-networks 机器学习深度学习 graph-convolutional-networks

Python 1.04 k

1 年前

MadryLab / photoguard

#计算机科学#Raising the Cost of Malicious AI-Powered Image Editing

adversarial-attacks adversarial-examples 深度学习 deepfakes robustness stable-diffusion 机器视觉

Jupyter Notebook 601

2 年前

airbnb / artificial-adversary

#计算机科学#🗣️ Tool to generate adversarial text examples and test machine learning models against them

机器学习 classification Python text text-mining adversarial-examples spam spam-filtering spam-detection text-classification text-analysis 数据科学 data-mining text-processing 监控

Python 402

3 年前

sarathknv / adversarial-examples-pytorch

#计算机科学#Implementation of Papers on Adversarial Examples

adversarial-examples adversarial-attacks adversarial-learning Generative Adversarial Network 深度学习 PyTorch

Python 397

2 年前

Koukyosyumei / AIJack

#计算机科学#Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

安全机器学习 adversarial-attacks adversarial-examples adversarial-machine-learning evasion-attack 隐私深度学习 homomorphic-encryption differential-privacy paillier federated-learning dbms

C++ 390

2 个月前

ChandlerBang / awesome-graph-attack-papers

#Awesome#Adversarial attacks and defenses on Graph Neural Networks.

adversarial-attacks graph-neural-networks 机器学习深度学习 defense graph robustness adversarial-examples Awesome Lists

382

1 年前

hbaniecki / adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

interpretable-machine-learning adversarial-machine-learning adversarial-attacks interpretability xai explainable-ai adversarial-examples explainability 安全 responsible-ai robustness model evaluation deep counterfactual defense

315

7 个月前

Verified-Intelligence / auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

adversarial-machine-learning robustness adversarial-examples

Python 314

3 个月前

Verified-Intelligence / alpha-beta-CROWN

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)

robustness neural-networks adversarial-examples formal-verification

Python 288

5 个月前

chbrian / awesome-adversarial-examples-dl

#计算机科学#A curated list of awesome resources for adversarial examples in deep learning

深度学习安全 adversarial-examples 机器学习机器视觉

264

4 年前

kabkabm / defensegan

#计算机科学#Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

深度学习 adversarial-attacks adversarial-examples Generative Adversarial Network

Python 242

6 年前

ryderling / DEEPSEC

DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

adversarial-attacks adversarial-examples

Python 216

6 年前

unica-mlsec / mlsec

#计算机科学#PhD/MSc course on Machine Learning Security (Univ. Cagliari)

机器学习安全 adversarial-examples

Jupyter Notebook 210

11 天前

tao-bai / attack-and-defense-methods

#计算机科学#A curated list of papers on adversarial machine learning (adversarial examples and defense methods).

adversarial-machine-learning adversarial-attacks adversarial-examples 机器学习

TeX 210

3 年前

ashafahi / free_adv_train

Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.

adversarial-machine-learning adversarial-attacks adversarial-learning adversarial-example adversarial-examples attack-defense attack robust robustness classification

Python 175

1 年前

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