[ECCV24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models

Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder

Official implementation of the NeurIPS 2023 paper titled "Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples"

[Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks

Implementation of "Beating Backdoor Attack at Its Own Game" (ICCV-23).

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.

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.

[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks

Official implementation of the NeurIPS 24 paper "Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor"

Implementation of ICCV'23 paper on Multimodal Backdoor Defense Technique: TIJO (Trigger Inversion using Joint Optimization)

An unofficial implementation of the detector cleanse introduced in the paper BadDet: Backdoor Attacks on Object Detection.

A Repo for Backdoor/Trojan Learning with MindSpore

This repository provide the studies on the security of language models for code (CodeLMs).

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.

Backdoor Stuff in AI/ ML domain

A compact toolbox for backdoor attacks and defenses.

Monitoring Your User Uploader Activity

This is a project used for detecting backdoors at different levels.

Awesome-DL-Security-and-Privacy-Papers

🪨️🚪️📖️ The official documentation source repository for the Doorcrete project.