Pinned Repositories
Adversarial_Survey
Robustness vs Accuracy Survey on ImageNet
Autozoom-Attack
Codes for reproducing query-efficient black-box attacks in “AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks” , published at AAAI 2019
BadDiffusion
Official repo to reproduce the paper "How to Backdoor Diffusion Models?" published at CVPR 2023
CLEVER-Robustness-Score
Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach,” ICLR 2018
Contrastive-Explanation-Method
Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”
CROWN-Robustness-Certification
CROWN: A Neural Network Verification Framework for Networks with General Activation Functions
EAD-Attack
Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” AAAI 2018
model-reprogramming
Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>
RADAR
Code for our NeurIPS2023 accepted paper: RADAR: Robust AI-Text Detection via Adversarial Learning. We tested RADAR on 8 LLMs including Vicuna and LLaMA. The results show that RADAR can attain good detection performance on LLM-generated AI-text while being robust against paraphrasing.
FINGER
Demo codes for fast von Neumann graph entropy computation method published at ICML 2019
pinyuchen's Repositories
pinyuchen/FINGER
Demo codes for fast von Neumann graph entropy computation method published at ICML 2019