backdoor-attacks topic

[ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning

KaiyuanZh

ch-shin

This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Backdoor Attacks on Deep Neural Networks, CCS'19.

Huiying-Li

Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders

GiantSeaweed

[ICCV 2023] Source code for our paper "Rickrolling the Artist: Injecting Invisible Backdoors into Text-Guided Image Generation Models".

LukasStruppek

The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".

TinfoilHat0

pps-lab

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

VITA-Group

[ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers

illidanlab

Code and data of the ACL 2021 paper "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"

thunlp