[ECCV24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models
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Updated
Jul 18, 2024 - Jupyter Notebook
[ECCV24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models
[ECCV'24] Official Implementation of "Augmented Neural Fine-Tuning for Efficient Backdoor Purification"
AI/ ML papers in DBLP/ arXiv
An unofficial implementation of the detector cleanse introduced in the paper BadDet: Backdoor Attacks on Object Detection.
[CCS'24] Official Implementation of "Fisher Information guided Purification against Backdoor Attacks"
[ICLR2023] Distilling Cognitive Backdoor Patterns within an Image
Awesome-ML-Supply-Chain-Security-Papers
A list of backdoor learning resources
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them
Backdoor Stuff in AI/ ML domain
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
A compact toolbox for backdoor attacks and defenses.
BackdoorSim: An Educational into Remote Administration Tools
Fast integration of backdoor attacks in machine learning and federated learning.
Implementation of "Beating Backdoor Attack at Its Own Game" (ICCV-23).
🪨️🚪️📖️ The official documentation source repository for the Doorcrete project.
Implementation of ICCV'23 paper on Multimodal Backdoor Defense Technique: TIJO (Trigger Inversion using Joint Optimization)
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop]
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.
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