backdoor-defense
There are 30 repositories under backdoor-defense topic.
THUYimingLi/backdoor-learning-resources
A list of backdoor learning resources
penghui-yang/awesome-data-poisoning-and-backdoor-attacks
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
zihao-ai/Awesome-Backdoor-in-Deep-Learning
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
bboylyg/NAD
This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oXE) in PyTorch.
HalilDeniz/BackDoorSim
BackdoorSim: An Educational into Remote Administration Tools
csdongxian/ANP_backdoor
Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"
YiZeng623/I-BAU
Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''
mtuann/fedlearn-backdoor-attacks
Fast integration of backdoor attacks in machine learning and federated learning.
KaiyuanZh/FLIP
[ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
HanxunH/CognitiveDistillation
[ICLR2023] Distilling Cognitive Backdoor Patterns within an Image
wssun/TiSE-LM4Code-Security
This repository provide the studies on the security of language models for code (CodeLMs).
BililiCode/ARGD
This is an implementation demo of the IJCAI 2022 paper [Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation](https://arxiv.org/abs/2204.09975) in PyTorch.
KaiyuanZh/OrthogLinearBackdoor
[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks
mtuann/backdoor-ai-resources
Backdoor Stuff in AI/ ML domain
Arya-f4/worldshellfinder
Web Shell finder using grep, where it has wordlist around the world to grep inside using regex and wordlist. So Lightweight and fast!
reds-lab/ASSET
This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms." ASSET achieves state-of-the-art reliability in detecting poisoned samples in end-to-end supervised learning/ self-supervised learning/ transfer learning.
lancopku/DAN
[Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
Robin-WZQ/T2IShield
[ECCV24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models
damianliumin/non-adversarial_backdoor
Implementation of "Beating Backdoor Attack at Its Own Game" (ICCV-23).
jeongjin0/detector-cleanse
An unofficial implementation of the detector cleanse introduced in the paper BadDet: Backdoor Attacks on Object Detection.
mtuann/research-papers
The resources are collected from various sources, including arXiv, NeurIPS, ICML, ICLR, ACL, EMNLP, AAAI, IJCAI, KDD, CVPR, ICCV, ECCV, NIPS, IEEE, ACM, Springer, ScienceDirect, Wiley, Nature, Science, and other top AI/ ML conferences and journals.
nazmul-karim170/NFT
[ECCV'24] Official Implementation of "Augmented Neural Fine-Tuning for Efficient Backdoor Purification"
nazmul-karim170/FIP
[CCS'24] Official Implementation of "Fisher Information guided Purification against Backdoor Attacks"
indranil-sri/TIJO
Implementation of ICCV'23 paper on Multimodal Backdoor Defense Technique: TIJO (Trigger Inversion using Joint Optimization)
tsun/BDMAE
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
seanpm2001/Doorcrete_Docs
🪨️🚪️📖️ The official documentation source repository for the Doorcrete project.
ASRS-Lab/Awesome-DL-Security-and-Privacy-Papers
Awesome-DL-Security-and-Privacy-Papers
liuyugeng/backdoor_detection
This is a project used for detecting backdoors at different levels.
Ke-messi/backdoor-toolbox
A compact toolbox for backdoor attacks and defenses.
sonofescobar1337/monitor-uploader
Monitoring Your User Uploader Activity