Topic: adversarial-examples Goto Github

👇 Here are 253 public repositories matching this topic...

advboxes / advbox
adversarial-examples,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.
Organization: advboxes
adversarial-examples paddlepaddle machine-learning security deep-learning adversarial-example onnx graphpipe fgsm adversarial-attacks deepfool

airbnb / artificial-adversary
adversarial-examples,🗣️ Tool to generate adversarial text examples and test machine learning models against them
Organization: airbnb
machine-learning classification python python3 python2 text text-mining adversarial-examples spam spam-filtering

anuragarnab / adversarial-attacks
adversarial-examples,Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"
User: anuragarnab
adversarial-examples caffe computer-vision deep-learning semantic-segmentation

as791 / adversarial-example-attack-and-defense
adversarial-examples,This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.
User: as791
adversarial-attacks adversarial-defense adversarial-examples attack defense distillation fgsm mi-fgsm pytorch-implementation temperature

ashafahi / free_adv_train
adversarial-examples,Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural training.
User: ashafahi
Home Page: https://arxiv.org/abs/1904.12843
adversarial-machine-learning adversarial-attacks adversarial-learning adversarial-example adversarial-examples adversarial attack-defense attack robust robustness

bethgelab / foolbox
adversarial-examples,A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Organization: bethgelab
Home Page: https://foolbox.jonasrauber.de
adversarial-attacks adversarial-examples jax keras machine-learning python pytorch tensorflow

borealisai / advertorch
adversarial-examples,A Toolbox for Adversarial Robustness Research
Organization: borealisai
pytorch adversarial-examples adversarial-example adversarial-perturbations adversarial-attacks adversarial-machine-learning adversarial-learning robustness toolbox security machine-learning benchmarking

cgcl-codes / advencoder
adversarial-examples,The implementation of our ICCV 2023 paper "Downstream-agnostic Adversarial Examples"
Organization: cgcl-codes
Home Page: https://arxiv.org/pdf/2307.12280.pdf
adversarial-examples pre-trained-model

chandlerbang / awesome-graph-attack-papers
adversarial-examples,Adversarial attacks and defenses on Graph Neural Networks.
User: chandlerbang
adversarial-attacks graph-neural-networks literature-review machine-learning deep-learning defense graph robustness adversarial-examples awesome

chbrian / awesome-adversarial-examples-dl
adversarial-examples,A curated list of awesome resources for adversarial examples in deep learning
User: chbrian
deep-learning security adversarial-examples machine-learning computer-vision

chenhongge / robusttrees
adversarial-examples,[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
User: chenhongge
Home Page: https://arxiv.org/pdf/1902.10660.pdf
adversarial-examples decision-trees gbdt gbm gbrt robust-decision-trees xgboost

deqangss / adv-dnn-ens-malware
adversarial-examples,adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants
User: deqangss
cybersecurity adversarial-examples malware-detection adversarial-deep-ensemble adversarial-malware-detection deep-neural-networks

dse-msu / deeprobust
adversarial-examples,A pytorch adversarial library for attack and defense methods on images and graphs
User: dse-msu
adversarial-attacks adversarial-examples deep-neural-networks defense graph-neural-networks machine-learning deep-learning graph-convolutional-networks graph-mining

ermongroup / generative_adversary
adversarial-examples,Code for the unrestricted adversarial examples paper (NeurIPS 2018)
Organization: ermongroup
adversarial-attacks adversarial-examples neurips2018

gmh14 / robnets
adversarial-examples,[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
User: gmh14
Home Page: http://www.mit.edu/~yuzhe/robnets.html
adversarial-attacks adversarial-examples robustness neural-architecture-search deep-learning-architectures

hbaniecki / adversarial-explainable-ai
adversarial-examples,💡 Adversarial attacks on explanations and how to defend them
User: hbaniecki
Home Page: https://doi.org/10.1016/j.inffus.2024.102303
interpretable-machine-learning adversarial-machine-learning iml adversarial-attacks interpretability xai explainable-ai adversarial-examples explainability attacks

hendrycks / pre-training
adversarial-examples,Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
User: hendrycks
pretrained robustness uncertainty out-of-distribution-detection calibration adversarial-examples data-corruption ml-safety

hfawaz / ijcnn19attacks
adversarial-examples,Adversarial Attacks on Deep Neural Networks for Time Series Classification
User: hfawaz
Home Page: https://germain-forestier.info/src/ijcnn2019/
time-series-classification adversarial-attacks deep-learning deep-neural-networks adversarial-examples

huanzhang12 / atla_robust_rl
adversarial-examples,Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework
User: huanzhang12
Home Page: https://arxiv.org/pdf/2101.08452.pdf
reinforcement-learning robust-reinforcement-learning reinforcement-learning-algorithms adversarial-examples robust-machine-learning deep-reinforcement-learning

huanzhang12 / crown-ibp
adversarial-examples,Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).
User: huanzhang12
Home Page: https://openreview.net/pdf?id=Skxuk1rFwB
adversarial-defense adversarial-examples adversarial-machine-learning crown-bounds crown-ibp ibp-bounds robustness robustness-verification verified-errors

j40903272 / malconv-keras
adversarial-examples,This is the implementation of MalConv proposed in [Malware Detection by Eating a Whole EXE](https://arxiv.org/abs/1710.09435) and its adversarial sample crafting.
User: j40903272
keras malware-detection adversarial-examples python3

jeromerony / adversarial-library
adversarial-examples,Library containing PyTorch implementations of various adversarial attacks and resources
User: jeromerony
machine-learning adversarial-attacks adversarial-examples pytorch

kabkabm / defensegan
adversarial-examples,Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
User: kabkabm
deep-learning adversarial-attacks adversarial-examples iclr2018 generative-adversarial-network

kenny-co / procedural-advml
adversarial-examples,Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)
User: kenny-co
Home Page: https://dl.acm.org/citation.cfm?id=3345660
deep-convolutional-networks procedural-noise-functions black-box-attacks gabor-noise noise perlin-noise adversarial-attacks adversarial-machine-learning adversarial-examples universal-adversarial-perturbations procedural-noise keras papers

koukyosyumei / aijack
adversarial-examples,Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
User: koukyosyumei
security machine-learning adversarial-attacks adversarial-examples adversarial-machine-learning membership-inference model-inversion-attacks evasion-attack poisoning-attacks privacy

madrylab / photoguard
adversarial-examples,Raising the Cost of Malicious AI-Powered Image Editing
Organization: madrylab
Home Page: https://gradientscience.org/photoguard/
adversarial-attacks adversarial-examples deep-learning deepfakes robustness stable-diffusion computer-vision

microsoft / denoised-smoothing
adversarial-examples,Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs
Organization: microsoft
Home Page: https://arxiv.org/abs/2003.01908
deep-learning machine-learning adversarial-defense adversarial-examples neural-networks computer-vision provable-defense adversarial-robustness image-classification aws-rekognition google-cloud-vision clarifai azure-computer-vision

nebula-beta / torchadver
adversarial-examples,A PyTorch Toolbox for creating adversarial examples that fool neural networks.
User: nebula-beta
pytorch adversarial-attacks adversarial-examples adversarial-search adversarial-machine-learning adversarial-networks toolbox

qdata / textattack
adversarial-examples,TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Organization: qdata
Home Page: https://textattack.readthedocs.io/en/master/
machine-learning security natural-language-processing nlp adversarial-machine-learning adversarial-attacks data-augmentation adversarial-examples

qilong-zhang / patch-wise-iterative-attack
adversarial-examples,Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.
User: qilong-zhang
adversarial-attacks adversarial-machine-learning adversarial-examples

rfeinman / detecting-adversarial-samples
adversarial-examples,Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
User: rfeinman
adversarial-examples machine-learning neural-networks

rjduan / advdrop
adversarial-examples,Code for "Adversarial attack by dropping information." (ICCV 2021)
User: rjduan
adversarial-attacks adversarial-examples ai-security pytorch

ryderling / deepsec
adversarial-examples,DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
User: ryderling
adversarial-attacks adversarial-examples deep-leaning defenses

sarathknv / adversarial-examples-pytorch
adversarial-examples,Implementation of Papers on Adversarial Examples
User: sarathknv
adversarial-examples adversarial-attacks adversarial-perturbations adversarial-learning generative-adversarial-networks fgsm deep-learning pytorch perturbations adversarial-networks

shangtse / robust-physical-attack
adversarial-examples,Physical adversarial attack for fooling the Faster R-CNN object detector
User: shangtse
adversarial-machine-learning adversarial-examples adversarial-attacks object-detection faster-rcnn computer-vision

tanjuntao / adversarial-machine-learning
adversarial-examples,对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料
User: tanjuntao
adversarial-examples poisoning-attack evation-attack

tao-bai / attack-and-defense-methods
adversarial-examples,A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
User: tao-bai
adversarial-machine-learning adversarial-attacks adversarial-examples adversarial-defense machine-learning

thunlp / sememepso-attack
adversarial-examples,Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"
Organization: thunlp
nlp adversarial-examples adversarial-attacks sememe pso

tml-epfl / understanding-fast-adv-training
adversarial-examples,Understanding and Improving Fast Adversarial Training [NeurIPS 2020]
Organization: tml-epfl
Home Page: https://arxiv.org/abs/2007.02617
adversarial-examples adversarial-training robust-optimization robustness

trusted-ai / adversarial-robustness-toolbox
adversarial-examples,Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Organization: trusted-ai
Home Page: https://adversarial-robustness-toolbox.readthedocs.io/en/latest/
python attack adversarial-machine-learning poisoning trusted-ai artificial-intelligence extraction adversarial-attacks adversarial-examples evasion inference privacy ai trustworthy-ai red-team blue-team machine-learning

unica-mlsec / mlsec
adversarial-examples,PhD/MSc course on Machine Learning Security (Univ. Cagliari)
Organization: unica-mlsec
Home Page: https://unica-mlsec.github.io/mlsec/
machine-learning security adversarial-examples poisoning-attacks

utkuozbulak / adaptive-segmentation-mask-attack
adversarial-examples,Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).
User: utkuozbulak
segmentation adversarial-examples u-net

verified-intelligence / alpha-beta-crown
adversarial-examples,alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)
Organization: verified-intelligence
robustness robustness-verification neural-networks adversarial-examples adversarial-robustness neural-network-verification formal-verification

verified-intelligence / auto_lirpa
adversarial-examples,auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
Organization: verified-intelligence
Home Page: https://arxiv.org/pdf/2002.12920
adversarial-machine-learning robustness robustness-verification adversarial-defense adversarial-examples ibp-bounds crown-bound certified-defense-models

wanglouis49 / pytorch-adversarial_box
adversarial-examples,PyTorch library for adversarial attack and training
User: wanglouis49
adversarial-example adversarial-examples adversarial-learning fgsm pytorch

wunderwuzzi23 / mlattacks
adversarial-examples,Machine Learning Attack Series
User: wunderwuzzi23
adversarial-defense adversarial-examples adversarial-machine-learning machinelearning redteam

yangarbiter / robust-local-lipschitz
adversarial-examples,A Closer Look at Accuracy vs. Robustness
User: yangarbiter
Home Page: https://arxiv.org/abs/2003.02460
adversarial-machine-learning tradeoff robustness local-lipschitz adversarial-examples

ylhz / adversarial_attacks_and_defense_neurips2022
adversarial-examples,A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.
User: ylhz
adversarial-attacks adversarial-defenses adversarial-examples adversarial-learning adversarial-machine-learning neurips-2022 paperlist

zhengyuzhao / ai-security-and-privacy-events
adversarial-examples,A curated list of academic events on AI Security & Privacy
User: zhengyuzhao
adversarial-examples adversarial-machine-learning ai-privacy ai-security data-poisoning

zhengyuzhao / transferattackeval
adversarial-examples,Revisiting Transferable Adversarial Images (arXiv)
User: zhengyuzhao
Home Page: https://arxiv.org/abs/2310.11850
adversarial-examples transferable-attacks