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.
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Jan 18, 2022 - Python
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.
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.
Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''
This is a project used for detecting backdoors at different levels.
[Findings of EMNLP 2022] Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
Monitoring Your User Uploader Activity
Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"
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.
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop]
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder
Implementation of ICCV'23 paper on Multimodal Backdoor Defense Technique: TIJO (Trigger Inversion using Joint Optimization)
🪨️🚪️📖️ The official documentation source repository for the Doorcrete project.
Implementation of "Beating Backdoor Attack at Its Own Game" (ICCV-23).
Fast integration of backdoor attacks in machine learning and federated learning.
BackdoorSim: An Educational into Remote Administration Tools
A compact toolbox for backdoor attacks and defenses.
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
Backdoor Stuff in AI/ ML domain
Awesome-ML-Supply-Chain-Security-Papers
[ICLR2023] Distilling Cognitive Backdoor Patterns within an Image
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