fiona-lxd / AdvKnn
Code for paper: AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients
☆14Updated 5 years ago
Alternatives and similar repositories for AdvKnn:
Users that are interested in AdvKnn are comparing it to the libraries listed below
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆27Updated 6 years ago
- Adversarial Defense for Ensemble Models (ICML 2019)☆61Updated 4 years ago
- [NeurIPS 2020] “ Robust Pre-Training by Adversarial Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Ting Chen, Zhangyang Wang☆115Updated 3 years ago
- Code for the CVPR 2020 article "Adversarial Vertex mixup: Toward Better Adversarially Robust Generalization"☆13Updated 4 years ago
- This is the code for semi-supervised robust training (SRT).☆18Updated last year
- Reverse Cross Entropy for Adversarial Detection (NeurIPS 2018)☆45Updated 3 years ago
- Adversarially Robust Transfer Learning with LWF loss applied to the deep feature representation (penultimate) layer☆18Updated 5 years ago
- Code for NeurIPS 2019 Paper☆48Updated 4 years ago
- Detect adversarial images from intermediate features in distance space☆12Updated 6 years ago
- Detection of adversarial examples using influence functions and nearest neighbors☆34Updated 2 years ago
- Feature Scattering Adversarial Training (NeurIPS19)☆72Updated 9 months ago
- Learnable Boundary Guided Adversarial Training (ICCV2021)☆36Updated 3 months ago
- ☆40Updated last year
- [NeurIPS 2021] "Class-Disentanglement and Applications in Adversarial Detection and Defense"☆44Updated 3 years ago
- Code for generating adversarial color-shifted images☆19Updated 5 years ago
- pytorch implementation of Parametric Noise Injection for adversarial defense☆44Updated 5 years ago
- Further improve robustness of mixup-trained models in inference (ICLR 2020)☆60Updated 4 years ago
- Pytorch implementation of Adversarially Robust Distillation (ARD)☆59Updated 5 years ago
- the paper "Geometry-aware Instance-reweighted Adversarial Training" ICLR 2021 oral☆59Updated 3 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆140Updated 4 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- Codes for ICCV 2021 paper "AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Met…☆12Updated 3 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆123Updated 4 years ago
- The project page of paper: Projection & Probability-Driven Black-Box Attack [CVPR 2020]☆15Updated 4 years ago
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆98Updated 3 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆62Updated 3 years ago
- ☆57Updated 2 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆60Updated 6 years ago
- PyTorch library for adversarial attack and training☆144Updated 6 years ago
- ☆35Updated 4 years ago