Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for deep learning adversarial attacks
adversarial-attacks
x
deep-learning
x
75 search results found
Adversarial Attacks Pytorch
⭐
1,609
PyTorch implementation of adversarial attacks.
Advbox
⭐
1,344
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 adversarial examples with Zero-Coding.
Deeprobust
⭐
904
A pytorch adversarial library for attack and defense methods on images and graphs
Graph Adversarial Learning Literature
⭐
772
A curated list of adversarial attacks and defenses papers on graph-structured data.
Photoguard
⭐
431
Raising the Cost of Malicious AI-Powered Image Editing
Adversarial Examples Pytorch
⭐
353
Implementation of Papers on Adversarial Examples
Awesome Graph Attack Papers
⭐
315
Adversarial attacks and defenses on Graph Neural Networks.
Aijack
⭐
283
Security and Privacy Risk Simulator for Machine Learning
Trojanzoo
⭐
260
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
Adversarial Explainable Ai
⭐
235
💡 Adversarial attacks on explanations and how to defend them
Pro Gnn
⭐
213
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
Nettack
⭐
187
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
Awesome Computer Vision
⭐
186
Awesome Resources for Advanced Computer Vision Topics
Defensegan
⭐
164
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
Yopo You Only Propagate Once
⭐
148
Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle
Gnn Meta Attack
⭐
106
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
Grb
⭐
89
Graph Robustness Benchmark: A scalable, unified, modular, and reproducible benchmark for evaluating the adversarial robustness of Graph Machine Learning.
S Attack
⭐
85
[CVPR 2022] S-attack library. Official implementation of two papers "Vehicle trajectory prediction works, but not everywhere" and "Are socially-aware trajectory prediction models really socially-aware?".
Scratchai
⭐
81
scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.
Plexiglass
⭐
79
A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
Generative_adversarial_perturbations
⭐
78
Generative Adversarial Perturbations (CVPR 2018)
Disrupting Deepfakes
⭐
75
🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks
Awesome Fools
⭐
73
💀 A collection of methods to fool the deep neural network 💀
Adversarial Learning Robustness
⭐
71
Contains materials for workshops pertaining to adversarial robustness in deep learning.
Awesome Adversarial Deep Learning
⭐
68
A list of awesome resources for adversarial attack and defense method in deep learning
Nfl_veripy
⭐
63
Formal Verification of Neural Feedback Loops (NFLs)
Mtcnnattack
⭐
57
The first real-world adversarial attack on MTCNN face detetction system to date
Awesome 3d Point Cloud Attacks
⭐
56
List of state of the art papers, code, and other resources
Flowattack
⭐
46
Attacking Optical Flow (ICCV 2019)
Flat
⭐
46
[ICCV2021 Oral] Fooling LiDAR by Attacking GPS Trajectory
Onlinelabelsmoothing
⭐
45
The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021
Adversarial Information Bottleneck
⭐
37
Official PyTorch Implementation for "Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck" in NeurIPS 2021
I Bau
⭐
36
Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''
Tafim
⭐
32
TAFIM: Targeted Adversarial Attacks against Facial Image Manipulation (ECCV 2022)
Gd Uap
⭐
30
Generalized Data-free Universal Adversarial Perturbations
Acl18_results
⭐
30
Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"
Ijcnn19attacks
⭐
29
Adversarial Attacks on Deep Neural Networks for Time Series Classification
Asrgen
⭐
28
Attacking Speaker Recognition with Deep Generative Models
Dataaug4code
⭐
27
Source Code Data Augmentation for Deep Learning: A Survey.
Advanced Gradient Obfuscating
⭐
25
Take further steps in the arms race of adversarial examples with only preprocessing.
Gans In Action
⭐
24
"GAN 인 액션"(한빛미디어, 2020)의 코드 저장소입니다.
Well Classified Examples Are Underestimated
⭐
24
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"
Adversarial Point Perturbations On 3d Objects
⭐
19
New distributional and shape attacks on neural networks that process 3D point cloud data.
Code Soup
⭐
18
This is a collection of algorithms and approaches used in the book adversarial deep learning
Bluff
⭐
16
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks
Mesh Attack
⭐
16
our code for paper '3D Adversarial Attacks Beyond Point Cloud '
Petgen
⭐
16
A PyTorch implementation of the ACM SIGKDD 2021 paper titled "PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models"
Composite Adv
⭐
15
[CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.
Attack Imagenet
⭐
15
No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.
Fgsm Pytorch
⭐
15
A pytorch implementation of "Explaining and harnessing adversarial examples"
Advpc
⭐
14
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)
Mdattack
⭐
13
Pgd Pytorch
⭐
13
A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
Adverserial_attack
⭐
12
Different Adversarial attack methods implemented in PyTorch on CIFAR-10 Dataset
Robustbnns
⭐
12
Code for paper "Robustness of Bayesian Neural Networks to Gradient-Based Attacks"
Simp Gcn
⭐
12
Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"
Fooling_network_interpretation
⭐
12
Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification
Bert Adv Embed
⭐
12
Adversarial perturbations on word embeddings of BERT
3d Neural Network Adversarial Attacks
⭐
11
Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.
Verinet
⭐
10
The VeriNet toolkit for verification of neural networks
Lpf Defense
⭐
10
Code and Data for the paper "LPF-Defense: 3D Adversarial Defense based on Frequency Analysis", PLoS ONE
Under_convnet
⭐
10
Caffe code for the paper "Adversarial Manipulation of Deep Representations"
Decepticonlp
⭐
10
Python Library for Robustness Monitoring and Adversarial Debugging of NLP models
Gairat Lsa
⭐
9
Evaluating GAIRAT robustness using Logit Scaling Attack.
Snn Adversarial Attacks
⭐
9
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters
Zeroe
⭐
9
From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks
Sada
⭐
9
SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications (AAAI 2020)
Vanilla Adversarial Training
⭐
8
vanilla training and adversarial training in PyTorch
Deep Chicken Saviour
⭐
8
using adversarial attacks to confuse deep-chicken-terminator 🛡️ 🐔
Pytorch Gnn Meta Attack
⭐
8
Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.
Ipnn Pytorch
⭐
7
A pytorch implementation of "Intriguing properties of neural networks"
Tth
⭐
7
Source code of our ICASSP2023 paper: Towards Making a Trojan-horse Attack on Text-to-Image Retrieval.
Sacnet
⭐
7
Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification
Fda
⭐
7
Code of our recently published attack FDA: Feature Disruptive Attack. Colab Notebook: https://colab.research.google.com/drive/1WhkKCrzFq
Defending Against Backdoors With Robust Learning Rate
⭐
7
The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".
Adversarial Attack On 3d U Net Model Brain Tumour Segmentation.
⭐
7
Adversarial Attack on 3D U-Net model: Brain Tumour Segmentation.
Robustadversarialnetwork
⭐
7
A pytorch re-implementation for paper "Towards Deep Learning Models Resistant to Adversarial Attacks"
Cw Pytorch
⭐
6
A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
Non Adversarial_backdoor
⭐
6
Implementation of "Beating Backdoor Attack at Its Own Game" (ICCV-23).
Learning To Break Deep Perceptual Hashing
⭐
6
Source code for our ACM FAccT 2022 paper "Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash"
Gfcs
⭐
6
Code for the ICLR 2022 paper "Attacking deep networks with surrogate-based adversarial black-box methods is easy"
Paper Reading Dl Security
⭐
5
简单记录一下读过的DL-Security相关比较有意思的paper,方便以后要用的时候找到
Keras_adversarial_attack
⭐
5
Implementation of (2014) Explaining and Harnessing Adversarial Examples.
Cvpr22w_robustnessthroughthelens
⭐
5
Official repository of our submission "Adversarial Robustness through the Lens of Convolutional Filters" for the CVPR2022 Workshop "The Art of Robustness: Devil and Angel in Adversarial Machine Learning Workshop"
Composite Adv
⭐
5
[CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.
Interval Bound Propagation Chainer
⭐
5
Sven Gowal et al., Scalable Verified Training for Provably Robust Image Classification, ICCV 2019
Related Searches
Python Deep Learning (19,362)
Jupyter Notebook Deep Learning (10,328)
Deep Learning Pytorch (6,767)
Deep Learning Tensorflow (5,868)
Deep Learning Neural Network (5,801)
Deep Learning Convolutional Neural Networks (4,142)
Deep Learning Neural (3,734)
Network Deep Learning (3,532)
Deep Learning Computer Vision (3,365)
Deep Learning Keras (3,258)
1-75 of 75 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.