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 126–150 of 523 papers

Title	Date	Tasks	Status	Score
Backdoor Attack against One-Class Sequential Anomaly Detection Models	Feb 15, 2024	Anomaly DetectionBackdoor Attack	CodeCode Available	5
Towards Adversarial Robustness And Backdoor Mitigation in SSL	Mar 23, 2024	Adversarial RobustnessBackdoor Attack	CodeCode Available	5
Model-Contrastive Learning for Backdoor Defense	May 9, 2022	Backdoor Attackbackdoor defense	CodeCode Available	5
Attacking by Aligning: Clean-Label Backdoor Attacks on Object Detection	Jul 19, 2023	Autonomous DrivingBackdoor Attack	CodeCode Available	5
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer	Aug 22, 2024	Backdoor AttackDiversity	CodeCode Available	5
Under-confidence Backdoors Are Resilient and Stealthy Backdoors	Feb 19, 2022	Backdoor Attack	CodeCode Available	5
Learning to Backdoor Federated Learning	Mar 6, 2023	Backdoor AttackFederated Learning	CodeCode Available	5
Backdoor Pre-trained Models Can Transfer to All	Oct 30, 2021	AllBackdoor Attack	CodeCode Available	5
Invisible Backdoor Triggers in Image Editing Model via Deep Watermarking	Jun 5, 2025	Backdoor AttackImage Generation	CodeCode Available	5
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection	Aug 14, 2022	Backdoor AttackLink Prediction	CodeCode Available	5
MDTD: A Multi Domain Trojan Detector for Deep Neural Networks	Aug 30, 2023	Backdoor Attack	CodeCode Available	5
Attacks on fairness in Federated Learning	Nov 21, 2023	AttributeBackdoor Attack	CodeCode Available	5
Backdooring Bias into Text-to-Image Models	Jun 21, 2024	Backdoor AttackImage Generation	CodeCode Available	5
Backdoor Graph Condensation	Jul 3, 2024	Backdoor Attack	CodeCode Available	5
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias	Mar 1, 2023	Backdoor AttackKnowledge Distillation	CodeCode Available	5
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense	Oct 1, 2023	Backdoor AttackMedical Diagnosis	CodeCode Available	5
How to Craft Backdoors with Unlabeled Data Alone?	Apr 10, 2024	Backdoor AttackSelf-Supervised Learning	CodeCode Available	5
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification	Nov 20, 2022	AllBackdoor Attack	CodeCode Available	5
OrderBkd: Textual backdoor attack through repositioning	Feb 12, 2024	Backdoor AttackPOS	CodeCode Available	5
Enhancing Backdoor Attacks with Multi-Level MMD Regularization	Nov 9, 2021	Backdoor Attack	CodeCode Available	5
Beating Backdoor Attack at Its Own Game	Jul 28, 2023	Backdoor Attackbackdoor defense	CodeCode Available	5
Going In Style: Audio Backdoors Through Stylistic Transformations	Nov 6, 2022	Backdoor Attack	CodeCode Available	5
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning	Jun 25, 2022	Backdoor Attack	CodeCode Available	5
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning	Jul 29, 2024	Backdoor Attack	CodeCode Available	5
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack	Jun 2, 2024	Backdoor AttackData Poisoning	CodeCode Available	5

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