Robust3DOD

Code for "A Comprehensive Study of the Robustness for LiDAR-based 3D Object Detectors against Adversarial Attacks".

Stars

81

Forks

3

Language

Python

Last Updated

Dec 07, 2023

Similar Repos
Repo Language Stars Description Updated At
Python 132 Create adversarial attacks against machine learning Windows malware detectors Sep 03, 2022
Python 24 RAB: Provable Robustness Against Backdoor Attacks Nov 01, 2022
Jupyter Notebook 2 ReLU defense against adversarial attacks Aug 11, 2021
Jupyter Notebook 2 shape defence against adversarial attacks Jun 23, 2022
Python 117 [CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks Oct 15, 2022
Jupyter Notebook 18 Object Sensing and Cognition for Adversarial Robustness Jan 13, 2023
Python 9 Adversarial attacks and defenses against federated learning. Apr 06, 2023
Python 10 Improving the robustness of ImageNet classifiers against natural and adversarial perturbations Apr 04, 2020
Python 5 Pixel discretization defense against adversarial attacks Feb 17, 2022
Python 13 Adversarial Robustness for Code Apr 04, 2023
Python 2 Certified Radius-Guided Attacks and Robustness Training against Semantic Segmentation Dec 01, 2021
Python 4 Jacobian Regularization for improved DNN robustness to adversarial attacks Mar 03, 2022
Jupyter Notebook 2 code of "Improving Membership Inference Attack Robustness With Attention Against Adversarial Examples" Mar 13, 2021
Python 4 ROSA: Robust Salient Object Detection against Adversarial Attacks, IEEE Transactions on Cybernetics, 2019 Mar 17, 2023
None 3 Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models]{Topic-oriented Adversarial Attacks Jul 26, 2023
Jupyter Notebook 2 DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors Nov 02, 2022
Python 7 On the Adversarial Robustness of Camera-based 3D Object Detection Apr 23, 2023
OpenEdge ABL 11 Code for the Adversarial Image Detectors and a Saliency Map Nov 27, 2022
Python 4 Robust Textual Embedding against Word-level Adversarial Attacks Jul 20, 2022
Python 28 Coupling rejection strategy against adversarial attacks (CVPR 2022) Nov 10, 2022
Python 10 Adversarial attacks against claim detection systems at FEVER Nov 10, 2022
Python 8 Command line tool for launching attacks against Machine Learning Malware detectors. Apr 22, 2023
Python 47 Defending graph neural networks against adversarial attacks (NeurIPS 2020) Mar 29, 2023
Python 31 Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks Nov 27, 2022
Python 3 Code of the paper "Generating and Protecting Against Adversarial Attacks for Deep Speech-based Emotion Recognition … Jul 06, 2022
Python 19 Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017] Jan 27, 2022
Python 2 The data and relevant code for the study on "Adversarial attacks on voter model dynamics … Jul 21, 2022
Python 14 Code for the paper "RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models" … Nov 08, 2022
Jupyter Notebook 10 PyTorch adversarial attack baselines for ImageNet, CIFAR10, and MNIST (state-of-the-art attacks comparison) May 04, 2022
Python 5 On Certifying Non-uniform Bounds against Adversarial Attacks [ICML 2019] Dec 23, 2022
Jupyter Notebook 18 Implementation of "Defense against Adversarial Attacks on Audio DeepFake Detection" May 11, 2023
Python 706 Robust evasion attacks against neural network to find adversarial examples Apr 29, 2023
Python 35 TAFIM: Targeted Adversarial Attacks against Facial Image Manipulation (ECCV 2022) May 10, 2023
Jupyter Notebook 12 Capsule networks can defend against adversarial attacks using reconstruction error Jan 28, 2023
Python 47 Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks [NeurIPS 2019] Nov 27, 2022
Python 77 Code for "Testing Robustness Against Unforeseen Adversaries" Jul 05, 2022
Lua 6 ICLR16: DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples Mar 04, 2021
None 3 Official PyTorch implemetation of paper "X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection". Mar 08, 2023
Python 3 Real-time White-Box attacks against Object Detection. Jul 05, 2022
Python 45 Code for the paper "On the Adversarial Robustness of Visual Transformers" Apr 03, 2023
Jupyter Notebook 3 Small experiments with adversarial examples and adversarial robustness evaluations. Jan 27, 2022
Jupyter Notebook 2 A Keras implementation of the paper "Robust Graph Convolutional Networks Against Adversarial Attacks" Oct 29, 2020
Jupyter Notebook 7 Camouflage YOLO - (CAMOLO) trains adversarial patches to confuse the YOLO family of object detectors. Apr 19, 2023
None 2 Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers" Nov 08, 2021
Python 31 Repo for arXiv preprint "Gradient-based Adversarial Attacks against Text Transformers" Jul 29, 2022
Python 39 Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks May 31, 2023
Python 30 Hardening code obfuscation against automated attacks Oct 13, 2022
Jupyter Notebook 153 Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness" Apr 17, 2023
Python 8 Codes for reproducing robustness-accuracy analysis in "Is Robustness the Cost of Accuracy? -- A Comprehensive … Nov 09, 2021
Python 8 A new defense mechanism against adversarial attacks through Optical Processing Units and synthetic gradients. Apr 11, 2022