You-best

VaB

DBALFA

Defending Against Backdoor Attacks by Layer-wise Feature Analysis

ASD

[CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Dataset

BackdoorBench

backdoor-learning-resources

A list of backdoor learning resources

openai-python

The official Python library for the OpenAI API

Elijah

OrthogLinearBackdoor

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

NIPS2022_EP_BNP

Official Implementation of NIPS 2022 paper Pre-activation Distributions Expose Backdoor Neurons

channel-Lipschitzness-based-pruning

Source code for ECCV 2022 Poster: Data-free Backdoor Removal based on Channel Lipschitzness

Random-Shuffling-BackdoorDetect

[NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zhang*, Tianlong Chen, Xiaohan Chen, Zhangyang Wang

ZIP

PyTorch implementation for 'Black-box Backdoor Defense via Zero-shot Image Purification'

PixelBackdoor

This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."

ANP_backdoor

Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"

I-BAU

Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''

MOTH

This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security."

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

Subnet-Replacement-Attack

Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.

caffe-speech-recognition

Speech Recognition with the Caffe deep learning framework, migrating to

BadNets

Awesome-Knowledge-Distillation-1

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

FedRs

Implementation of FedNCF with SecAvg

FMD

TIP 2022：Feature Map Distillation of Thin Nets for Low-resolution Object Recognition

SMD

Sample-wise Multi-Teacher Knowledge Distillation for Low-resolution Object Recognition

EdgeRNN

EdgeRNN：Efficient Speech Recognition Network for Edge Computing

CNN-RIS

Making accurate object detection at the edge: review and new approach

knowledge_extraction

城市土壤环境实体与关系抽取_bert_bilstm_crf

EntityRelationExtraction

实体关系抽取pipline方式，使用了BiLSTM+CRF+BERT

NER_News

采用Bert+BiLstm+CRF模型，抽取新闻中的实体信息

ner

命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新