backdoor-defense topic
backdoor-learning-resources
A list of backdoor learning resources
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.
I-BAU
Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''
ANP_backdoor
Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"
Awesome-Backdoor-in-Deep-Learning
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
FLIP
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop]
BackDoorSim
BackdoorSim: An Educational into Remote Administration Tools
awesome-data-poisoning-and-backdoor-attacks
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them
CognitiveDistillation
[ICLR2023] Distilling Cognitive Backdoor Patterns within an Image
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 PyTorc...