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 101–125 of 523 papers

Title	Date	Tasks	Status	Hype	Score
Can We Mitigate Backdoor Attack Using Adversarial Detection Methods?	Jun 26, 2020	Adversarial DefenseBackdoor Attack	CodeCode Available	1	5
Few-Shot Backdoor Attacks on Visual Object Tracking	Jan 31, 2022	Autonomous DrivingBackdoor Attack	CodeCode Available	1	5
Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information	Apr 11, 2022	Backdoor AttackClean-label Backdoor Attack (0.024%)	CodeCode Available	1	5
FlowMur: A Stealthy and Practical Audio Backdoor Attack with Limited Knowledge	Dec 15, 2023	Backdoor AttackData Poisoning	CodeCode Available	1	5
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases	Feb 28, 2023	Backdoor Attack	CodeCode Available	1	5
Universal Jailbreak Backdoors from Poisoned Human Feedback	Nov 24, 2023	Backdoor Attack	CodeCode Available	1	5
Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion	Mar 25, 2024	Backdoor Attack	CodeCode Available	1	5
PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models	Oct 19, 2023	Backdoor Attack	CodeCode Available	1	5
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning	Nov 20, 2023	Backdoor AttackContrastive Learning	CodeCode Available	1	5
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models	Sep 28, 2023	Backdoor Attackcross-modal alignment	CodeCode Available	1	5
BadCM: Invisible Backdoor Attack Against Cross-Modal Learning	Oct 3, 2024	Backdoor AttackCross-Modal Retrieval	CodeCode Available	1	5
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger	May 26, 2021	Backdoor Attack	CodeCode Available	1	5
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks	Nov 25, 2021	AttributeBackdoor Attack	CodeCode Available	1	5
BadEdit: Backdooring large language models by model editing	Mar 20, 2024	Backdoor Attackknowledge editing	CodeCode Available	1	5
Invisible Backdoor Triggers in Image Editing Model via Deep Watermarking	Jun 5, 2025	Backdoor AttackImage Generation	CodeCode Available	0	5
Under-confidence Backdoors Are Resilient and Stealthy Backdoors	Feb 19, 2022	Backdoor Attack	CodeCode Available	0	5
Backdooring Bias into Text-to-Image Models	Jun 21, 2024	Backdoor AttackImage Generation	CodeCode Available	0	5
Learning to Backdoor Federated Learning	Mar 6, 2023	Backdoor AttackFederated Learning	CodeCode Available	0	5
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense	Oct 1, 2023	Backdoor AttackMedical Diagnosis	CodeCode Available	0	5
How to Craft Backdoors with Unlabeled Data Alone?	Apr 10, 2024	Backdoor AttackSelf-Supervised Learning	CodeCode Available	0	5
BadDet: Backdoor Attacks on Object Detection	May 28, 2022	Autonomous DrivingBackdoor Attack	CodeCode Available	0	5
Backdoor Attack against One-Class Sequential Anomaly Detection Models	Feb 15, 2024	Anomaly DetectionBackdoor Attack	CodeCode Available	0	5
Towards Adversarial Robustness And Backdoor Mitigation in SSL	Mar 23, 2024	Adversarial RobustnessBackdoor Attack	CodeCode Available	0	5
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification	Nov 20, 2022	AllBackdoor Attack	CodeCode Available	0	5
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection	Aug 14, 2022	Backdoor AttackLink Prediction	CodeCode Available	0	5

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