Targeted Adversarial Examples on Speech-to-Text systems
Implementation of Papers on Adversarial Examples
Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge
#计算机科学#An adversarial example library for constructing attacks, building defenses, and benchmarking both
翻译 - 一个对抗示例库，用于构建攻击，构建防御以及对两者进行基准测试
A curated list of awesome resources for adversarial examples in deep learning
Implementation code for the paper "Generating Natural Language Adversarial Examples"
Robust evasion attacks against neural network to find adversarial examples
This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.
Repo of simple adversarial examples on vanilla neural networks trained on MNIST
Generating Natural Adversarial Examples, ICLR 2018
Revisiting Transferable Adversarial Image Examples (arXiv 2023)
The translation-invariant adversarial attack method to improve the transferability of adversarial examples.
A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
Improving Transferability of Adversarial Examples with Input Diversity
Adversarial Examples for Semantic Segmentation and Object Detection
MagNet: a Two-Pronged Defense against Adversarial Examples
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
Detection of adversarial examples using influence functions and nearest neighbors
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
翻译 - Python工具箱可创建对抗示例，这些示例会欺骗PyTorch，TensorFlow，Keras等神经网络。
Characterizing and evaluating adversarial examples for Offline Handwritten Signature Verification
🗣️ Tool to generate adversarial text examples and test machine learning models against them
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
transfer attack; adversarial examples; black-box attack; unrestricted Adversarial Attacks on ImageNet; CVPR2021 天池黑盒竞赛