Backdoor Attack

Backdoor attacks inject maliciously constructed data into a training set so that, at test time, the trained model misclassifies inputs patched with a backdoor trigger as an adversarially-desired target class.

Papers

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Showing 51–75 of 523 papers

Title	Date	Tasks	Status	Hype
Backdoor Defense via Deconfounded Representation Learning	Mar 13, 2023	Backdoor Attackbackdoor defense	CodeCode Available	1
Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor Attacks	Mar 13, 2023	Backdoor AttackData Poisoning	CodeCode Available	1
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning	Mar 6, 2023	Backdoor AttackContrastive Learning	CodeCode Available	1
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases	Feb 28, 2023	Backdoor Attack	CodeCode Available	1
Unnoticeable Backdoor Attacks on Graph Neural Networks	Feb 11, 2023	Backdoor AttackGraph Classification	CodeCode Available	1
On the Vulnerability of Backdoor Defenses for Federated Learning	Jan 19, 2023	Backdoor AttackFederated Learning	CodeCode Available	1
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense	Jan 16, 2023	Backdoor AttackDeep Learning	CodeCode Available	1
Silent Killer: A Stealthy, Clean-Label, Black-Box Backdoor Attack	Jan 5, 2023	Backdoor AttackData Poisoning	CodeCode Available	1
Backdoor Attacks Against Dataset Distillation	Jan 3, 2023	Backdoor AttackDataset Distillation	CodeCode Available	1
How to Backdoor Diffusion Models?	Dec 11, 2022	Backdoor AttackDenoising	CodeCode Available	1
BadPrompt: Backdoor Attacks on Continuous Prompts	Nov 27, 2022	Backdoor AttackPrompt Learning	CodeCode Available	1
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning	Nov 15, 2022	Backdoor AttackContrastive Learning	CodeCode Available	1
Backdoor Attacks for Remote Sensing Data with Wavelet Transform	Nov 15, 2022	Backdoor Attackbackdoor defense	CodeCode Available	1
Untargeted Backdoor Attack against Object Detection	Nov 2, 2022	Backdoor Attackimage-classification	CodeCode Available	1
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning	Oct 23, 2022	Backdoor Attackbackdoor defense	CodeCode Available	1
An Embarrassingly Simple Backdoor Attack on Self-supervised Learning	Oct 13, 2022	Adversarial RobustnessBackdoor Attack	CodeCode Available	1
BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets	Oct 7, 2022	Autonomous DrivingBackdoor Attack	CodeCode Available	1
TrojViT: Trojan Insertion in Vision Transformers	Aug 27, 2022	Backdoor Attack	CodeCode Available	1
Imperceptible and Robust Backdoor Attack in 3D Point Cloud	Aug 17, 2022	Backdoor Attack	CodeCode Available	1
Backdoor Attacks on Crowd Counting	Jul 12, 2022	Backdoor AttackCrowd Counting	CodeCode Available	1
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label	Jul 1, 2022	Adversarial AttackBackdoor Attack	CodeCode Available	1
Neurotoxin: Durable Backdoors in Federated Learning	Jun 12, 2022	Backdoor AttackFederated Learning	CodeCode Available	1
MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Using a Maximum Margin Statistic	May 13, 2022	Adversarial AttackBackdoor Attack	CodeCode Available	1
Imperceptible Backdoor Attack: From Input Space to Feature Representation	May 6, 2022	Backdoor Attack	CodeCode Available	1
Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information	Apr 11, 2022	Backdoor AttackClean-label Backdoor Attack (0.024%)	CodeCode Available	1

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