Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
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Updated
Sep 11, 2023 - Python
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
[ECCV24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models
[IEEE S&P 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks
[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).
AI/ ML papers in DBLP/ arXiv
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.
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.
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.
🪨️🚪️📖️ The official documentation source repository for the Doorcrete project.
[CCS'24] Official Implementation of "Fisher Information guided Purification against Backdoor Attacks"
Awesome-DL-Security-and-Privacy-Papers
Web Shell finder using grep, where it has wordlist around the world to grep inside using regex and wordlist.
[ECCV'24] Official Implementation of "Augmented Neural Fine-Tuning for Efficient Backdoor Purification"
Fast integration of backdoor attacks in machine learning and federated learning.
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