mdzhangst

abbreviate_journal_names_in_bib

replace full journal names in a bibtex database file into official abbreviated names, or reverse.

advertorch

A Toolbox for Adversarial Robustness Research

ANP_backdoor

Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"

backdoorbench.github.io

BlackboxBench

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

DBD

dc_benchmark

DeepIPR

This is the code repo of our NeurIPS2019 work that proposes novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into various deep learning architectures (e.g. AlexNet, ResNet) for Intellectual Property Right (IPR) protection.

Defending-Neural-Backdoors-via-Generative-Distribution-Modeling

The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749

Demon-in-the-Variant

google-research

Google Research

ISSBA

Invisible Backdoor Attack with Sample-Specific Triggers

K-ARM_Backdoor_Optimization

Meta-Nerual-Trojan-Detection

MINE-Mutual-Information-Neural-Estimation-

A pytorch implementation of MINE(Mutual Information Neural Estimation)

mine-pytorch

Mutual Information Neural Estimation in Pytorch

model-sanitization

Codes for reproducing the results of the paper "Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness" published at ICLR 2020

Mutual-Information-Variational-Bounds

A Tensorflow implementation Mutual Information estimation methods

Narcissus-backdoor-attack

The official implementation of Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% attack success rate.

NKThesis

南开大学硕士毕业论文/博士论文模板 (Latex Template for Nankai University)

spectral-stein-grad

Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions"

spectre-defense

Defending Against Backdoor Attacks Using Robust Covariance Estimation

StableNet

Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".

Universal-Litmus-Patterns

Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"

VIB-pytorch

Pytorch implementation of Deep Variational Information Bottleneck

VIBI

In-depth experiments for VIBI (Variational Information Bottleneck for Interpretability) for MNIST and CIFAR10 written in Python and PyTorch.

Warping-based_Backdoor_Attack-release

WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)