SOTAVerified

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 101–150 of 523 papers

TitleStatusHype
Can We Mitigate Backdoor Attack Using Adversarial Detection Methods?Code1
Deep Feature Space Trojan Attack of Neural Networks by Controlled DetoxificationCode1
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from ScratchCode1
Backdoor Attacks Against Dataset DistillationCode1
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-PartitioningCode1
LIRA: Learnable, Imperceptible and Robust Backdoor AttacksCode1
Mask-based Invisible Backdoor Attacks on Object DetectionCode1
Universal Jailbreak Backdoors from Poisoned Human FeedbackCode1
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive LearningCode1
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style TransferCode1
T2IShield: Defending Against Backdoors on Text-to-Image Diffusion ModelsCode1
Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety AlignmentCode1
Backdoor Attack against Speaker VerificationCode1
BadEdit: Backdooring large language models by model editingCode1
Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting DataCode0
OrderBkd: Textual backdoor attack through repositioningCode0
"No Matter What You Do": Purifying GNN Models via Backdoor UnlearningCode0
Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural NetworksCode0
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained ModelsCode0
Model-Contrastive Learning for Backdoor DefenseCode0
Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification TasksCode0
NoiseAttack: An Evasive Sample-Specific Multi-Targeted Backdoor Attack Through White Gaussian NoiseCode0
MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger BridgesCode0
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via MotifsCode0
BadDet: Backdoor Attacks on Object DetectionCode0
Backdoor Attack against One-Class Sequential Anomaly Detection ModelsCode0
Towards Adversarial Robustness And Backdoor Mitigation in SSLCode0
MSDT: Masked Language Model Scoring Defense in Text DomainCode0
Attacking by Aligning: Clean-Label Backdoor Attacks on Object DetectionCode0
MDTD: A Multi Domain Trojan Detector for Deep Neural NetworksCode0
Link-Backdoor: Backdoor Attack on Link Prediction via Node InjectionCode0
Backdoor Pre-trained Models Can Transfer to AllCode0
Learning to Backdoor Federated LearningCode0
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup TransferCode0
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingCode0
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identificationCode0
Invisible Backdoor Triggers in Image Editing Model via Deep WatermarkingCode0
Attacks on fairness in Federated LearningCode0
Backdoor Graph CondensationCode0
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial BiasCode0
Backdooring Bias into Text-to-Image ModelsCode0
Under-confidence Backdoors Are Resilient and Stealthy BackdoorsCode0
Mitigating Backdoor Attack by Injecting Proactive Defensive BackdoorCode0
PBP: Post-training Backdoor Purification for Malware ClassifiersCode0
Enhancing Backdoor Attacks with Multi-Level MMD RegularizationCode0
Beating Backdoor Attack at Its Own GameCode0
Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion ModelsCode0
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic ClassificationCode0
Going In Style: Audio Backdoors Through Stylistic TransformationsCode0
Generalization Bound and New Algorithm for Clean-Label Backdoor AttackCode0
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