IndicatorsOfAttackFailure

Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples

Stars

17

Forks

4

Language

Python

Last Updated

Aug 13, 2023

Similar Repos
Repo Language Stars Description Updated At
Jupyter Notebook 2 code of "Improving Membership Inference Attack Robustness With Attention Against Adversarial Examples" Mar 13, 2021
Python 144 Submission to Kaggle NIPS'17 competition on adversarial examples (non-targeted adversarial attack track) Nov 21, 2022
Jupyter Notebook 4 Adversarial Attack on GPTZERO Apr 17, 2023
Python 88 Understanding and Improving Fast Adversarial Training [NeurIPS 2020] Mar 15, 2023
Python 16 Reproduce multiple adversarial attack methods Jul 24, 2022
Jupyter Notebook 5 Paper Implementation of DomainGAN: Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers Mar 02, 2022
Python 27 Spectrum simulation attack (ECCV'2022 Oral) towards boosting the transferability of adversarial examples Oct 15, 2022
Python 3 Evil vs Evil: Using Adversarial Examples to Against Backdoor Attack in Federated Learning Jan 01, 2024
Python 23 Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses, NeurIPS Spotlight 2020 Apr 27, 2023
Jupyter Notebook 2 Parseval Networks and Adversarial Examples May 17, 2023
C++ 3 Examples for indicators snaps Apr 19, 2020
Python 2 [Findings of ACL 2023] Bridge the Gap Between CV and NLP! A Optimization-based Textual Adversarial … Jul 12, 2023
Jupyter Notebook 3 Small experiments with adversarial examples and adversarial robustness evaluations. Jan 27, 2022
Python 4 Debugging and Performance Tools examples Feb 13, 2023
Python 2 Official Code for "A Distributed Black-Box Adversarial Attack Based on Multi-Group Particle Swarm Optimization" Jul 07, 2023
None 4 recommend some papers about adversarial attack Apr 26, 2022
Python 1142 Must-read Papers on Textual Adversarial Attack and Defense Aug 14, 2022
Python 15 Adversarial attack methods, FGSM and TGSM, implemented in Chainer May 09, 2020
Python 7 Improving the Speed and Quality of GAN by Adversarial Training Sep 26, 2022
Jupyter Notebook 2 Estimate probability of failure using reframed Bayesian optimization Apr 15, 2024
Python 4 Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability Jul 17, 2022
Python 28 Beyond imagenet attack (accepted by ICLR 2022) towards crafting adversarial examples for black-box domains. May 13, 2022
Jupyter Notebook 3 Is Xilinx HLS robust to adversarial attack? Apr 30, 2022
Jupyter Notebook 3 An implementation of gradient-based adversarial attack Apr 20, 2022
Python 9 https://winterwindwang.github.io/Full-coverage-camouflage-adversarial-attack/ Apr 08, 2023
Python 11 Decision-based Adversarial Attack with Frequency Mixup May 13, 2023
Python 3 Extended Universal Adversarial Perturbation to targeted attack. May 14, 2020
Python 17 Adversarial attack against DeepSpeech2 ASR pytorch model Mar 20, 2023
Python 18 [CVPR'19] Trust Region Based Adversarial Attack Mar 29, 2023
Python 2 Improving Adversarial Robustness Through Progressive Hardening (AutoAttack test) Nov 07, 2021
Python 10 Improving the robustness of ImageNet classifiers against natural and adversarial perturbations Apr 04, 2020
Python 2 [ICLR 2022] "Understanding and Improving Graph Injection Attack by Promoting Unnoticeability" Sep 11, 2022
Python 2 extended-debugging-Python-examples Nov 17, 2021
Python 2 Bayesian Optimization examples Jul 04, 2022
Python 469 An Open-Source Package for Textual Adversarial Attack. Aug 14, 2022
Python 3 Dynamics-aware Adversarial Attack of Adaptive Neural Networks Feb 28, 2023
Python 18 https://idrl-lab.github.io/Full-coverage-camouflage-adversarial-attack/ Jul 16, 2022
None 24 A Paperlist of Adversarial Attack on Object Detection Aug 08, 2022
Python 176 Tensorflow Implementation of Adversarial Attack to Capsule Networks Nov 14, 2022
Jupyter Notebook 4 An ASR (Automatic Speech Recognition) adversarial attack repository. May 20, 2023
Python 26 Improving the Generalization of Adversarial Training with Domain Adaptation Aug 07, 2022
Python 137 Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT Sep 07, 2022
Python 4 TensorFlow implementation of Fast Gradient Sign Method Attack, a White Box Adversarial Attack Aug 28, 2022
Python 335 A curated collection of adversarial attack and defense on graph data. Aug 10, 2022
Python 3 Code for paper "Grey-box adversarial attack and defence for texts" Aug 26, 2021
None 86 A curated collection of adversarial attack and defense on recommender systems. Aug 29, 2022
Python 237 Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer" Jul 22, 2022
Python 3 Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer" Feb 07, 2023
Python 12 Python Library for Robustness Monitoring and Adversarial Debugging of NLP models Sep 03, 2021
Python 16 PyTorch Implemetations of Adversarial Examples Apr 06, 2021