backdoor-defense

There are 2 repositories under backdoor-defense topic.

THUYimingLi / backdoor-learning-resources
A list of backdoor learning resources
backdoor-attacks backdoor-learning ai-security backdoor-defense deep-learning machine-learning
1005
zihao-ai / Awesome-Backdoor-in-Deep-Learning
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
awesome backdoor backdoor-attacks backdoor-defense deep-learning paper
Language:Python 149
penghui-yang / awesome-data-poisoning-and-backdoor-attacks
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them
awesome-list backdoor-attacks backdoor-defense data-poisoning machine-learning
140
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.
backdoor-attacks deep-neural-networks erasing-backdoor-triggers pytorch backdoor-defense
Language:Python 113
BackDoorSim
HalilDeniz / BackDoorSim
BackdoorSim: An Educational into Remote Administration Tools
backdoor backdoor-attack backdoor-attacks backdoor-defense backdoorpython backdoors backdoors-created python-backdoor python-socket-server ransomware remote-administrative-tool server-client backdoorsim
Language:Python 72
csdongxian / ANP_backdoor
Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"
neurips-2021 deep-learning pytorch backdoor-defense backdoor-attacks
Language:Python 50
YiZeng623 / I-BAU
Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''
deep-learning adversarial-attacks adversarial-machine-learning ai-security backdoor-attacks backdoor-defense
Language:Jupyter Notebook 46
KaiyuanZh / FLIP
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop]
backdoor backdoor-attacks backdoor-defense byzantine computer-vision defense distributed-computing federated-learning privacy python pytorch security
Language:Python 36
HanxunH / CognitiveDistillation
[ICLR2023] Distilling Cognitive Backdoor Patterns within an Image
iclr2023 pytorch backdoor-attacks backdoor-defense deep-learning deep-neural-networks
Language:Python 29
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.
backdoor-attacks backdoor-defense deep-learning pytorch
Language:Python 17
ruoxi-jia-group / 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.
ai aisecurity backdoor backdoor-attacks backdoor-defense backdoor-detection self-supervised-learning transfer-learning
Language:Python 14
lancopku / DAN
[Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
ai-safety backdoor-attacks backdoor-defense natural-language-processing
Language:Python 9
damianliumin / non-adversarial_backdoor
Implementation of "Beating Backdoor Attack at Its Own Game" (ICCV-23).
adversarial-attacks backdoor-attacks backdoor-defense deep-learning machine-learning
Language:Python 8
anonymized1 / DBALFA
Defending Against Backdoor Attacks by Layer-wise Feature Analysis
ai-security backdoor-defense backdoor-learning deep-learning backdoor-detection
Language:Python 3
indranil-sri / TIJO
Implementation of ICCV'23 paper on Multimodal Backdoor Defense Technique: TIJO (Trigger Inversion using Joint Optimization)
backdoor backdoor-defense multimodal
Language:Python 2
Doorcrete_Docs
seanpm2001 / Doorcrete_Docs
🪨️🚪️📖️ The official documentation source repository for the Doorcrete project.
article backdoor backdoor-defense concrete docs documentation doorcrete gpl3 gplv3 markdown md seanpm2001-docs seanpm2001-documentation txt door-concrete door-crete doorcrete-development doorcrete-docs doorcrete-documentation doorcrete-project
Language:Markdown 2
tsun / BDMAE
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
backdoor-defense
Language:Python 2
liuyugeng / backdoor_detection
This is a project used for detecting backdoors at different levels.
backdoor-defense
Language:Python 0
Ke-messi / backdoor-toolbox
A compact toolbox for backdoor attacks and defenses.
backdoor-attacks backdoor-defense
Language:Python
sonofescobar1337 / monitor-uploader
Monitoring Your User Uploader Activity
backdoor-defense backdoor-detection javascript localroot monitoring-tool nodejs nodejs-library nodejs-server security-scan security-tools shell-detector uploader-addon uploader-handler user-input
Language:JavaScript

backdoor-defense

THUYimingLi / backdoor-learning-resources

zihao-ai / Awesome-Backdoor-in-Deep-Learning

penghui-yang / awesome-data-poisoning-and-backdoor-attacks

bboylyg / NAD

HalilDeniz / BackDoorSim

csdongxian / ANP_backdoor

YiZeng623 / I-BAU

KaiyuanZh / FLIP

HanxunH / CognitiveDistillation

BililiCode / ARGD

ruoxi-jia-group / ASSET

lancopku / DAN

damianliumin / non-adversarial_backdoor

anonymized1 / DBALFA

indranil-sri / TIJO

seanpm2001 / Doorcrete_Docs

tsun / BDMAE

liuyugeng / backdoor_detection

Ke-messi / backdoor-toolbox

sonofescobar1337 / monitor-uploader