17 results found Sort:

thunlp
TAADpapers thunlp
195
1.5k
mit
54
Must-read Papers on Textual Adversarial Attack and Defense
nlp paper-list adversarial-attacks adversarial-defense adversarial-learning natural-language-processing
Created 2019-06-09
176 commits to master branch, last one about a month ago
Verified-Intelligence
auto_LiRPA Verified-Intelligence
77
290
other
8
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
ibp-bounds robustness crown-bound adversarial-defense adversarial-examples robustness-verification certified-defense-models adversarial-machine-learning
Created 2020-03-02
24 commits to master branch, last one 8 months ago
tao-bai
attack-and-defense-methods tao-bai
26
211
mit
12
A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
machine-learning adversarial-attacks adversarial-defense adversarial-examples adversarial-machine-learning
Created 2019-05-28
403 commits to master branch, last one 2 years ago
nebula-beta
awesome-adversarial-deep-learning nebula-beta
11
131
unknown
5
A list of awesome resources for adversarial attack and defense method in deep learning
deep-learning computer-vision adversarial-attacks adversarial-defense
Created 2019-08-02
8 commits to master branch, last one 5 years ago
chs20
RobustVLM chs20
4
105
mit
6
[ICML 2024] Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
ai ml clip adversarial-attacks adversarial-defense vision-language-model
Created 2024-02-16
22 commits to main branch, last one about a month ago
microsoft
denoised-smoothing microsoft
17
96
mit
10
Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs
clarifai deep-learning aws-rekognition computer-vision neural-networks machine-learning provable-defense adversarial-defense google-cloud-vision adversarial-examples image-classification azure-computer-vision adversarial-robustness
Created 2020-03-01
10 commits to master branch, last one 3 years ago
ForeverPs
Robust-Classification ForeverPs
3
94
unknown
3
CVPR 2022 Workshop Robust Classification
classification computer-vision adversarial-attacks adversarial-defense
Created 2022-03-27
145 commits to main branch, last one 2 years ago
huanzhang12
CROWN-IBP huanzhang12
14
93
bsd-2-clause
10
Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).
crown-ibp ibp-bounds robustness crown-bounds verified-errors adversarial-defense adversarial-examples robustness-verification adversarial-machine-learning
Created 2019-06-05
12 commits to master branch, last one 3 years ago
AI-secure
InfoBERT AI-secure
7
84
unknown
3
[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu
bert roberta language-models information-theory adversarial-attacks adversarial-defense adversarial-robustness
Created 2021-01-13
14 commits to master branch, last one about a year ago
davide97l
rl-policies-attacks-defenses davide97l
13
81
mit
2
Adversarial attacks on Deep Reinforcement Learning (RL)
a2c dqn ppo pytorch tianshou a2c-agent ppo-agent dqn-agents atari-games uniform-attack gym-environment adversarial-attacks adversarial-defense adversarial-policies adversarial-training critical-point-attack reinforcement-learning strategically-timed-attack deep-reinforcement-learning
Created 2020-06-17
115 commits to master branch, last one 3 years ago
dongyp13
Adversarial-Distributional-Training dongyp13
9
62
mit
1
Adversarial Distributional Training (NeurIPS 2020)
pytorch robustness neurips-2020 adversarial-defense adversarial-training adversarial-machine-learning
Created 2020-10-13
4 commits to master branch, last one 3 years ago
wunderwuzzi23
mlattacks wunderwuzzi23
2
56
unknown
3
Machine Learning Attack Series
redteam machinelearning adversarial-defense adversarial-examples adversarial-machine-learning
Created 2021-08-17
13 commits to main branch, last one 7 months ago
sukrutrao
Adversarial-Patch-Training sukrutrao
8
43
unknown
4
Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.
python adversarial-defense adversarial-patches adversarial-training adversarial-machine-learning
Created 2020-07-31
4 commits to master branch, last one 3 years ago
wssun
TiSE-CodeLM-Security wssun
2
39
mit
1
This repository provide the studies on the security of language models for code (CodeLMs).
ai4se lm4se lm4code security ai-security language-model backdoor-attacks backdoor-defense code-intelligence adversarial-attacks adversarial-defense
Created 2023-11-04
162 commits to main branch, last one 8 days ago
YonghaoXu
SACNet YonghaoXu
4
35
mit
1
[IEEE TIP 2021] Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification
pytorch deep-learning adversarial-attacks adversarial-defense adversarial-examples hyperspectral-image-classification
Created 2021-10-17
10 commits to main branch, last one 2 years ago
cornell-zhang
GARNET cornell-zhang
1
34
bsd-3-clause
15
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks
graphical-lasso spectral-methods adversarial-defense graph-neural-networks
Created 2022-11-28
19 commits to main branch, last one about a year ago
wkim97
FSR wkim97
7
30
mit
2
Feature Separation and Recalibration (CVPR 2023 Highlights)
pytorch cvpr2023 deep-learning adversarial-defense adversarial-training
Created 2023-03-03
8 commits to main branch, last one about a year ago