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 451–500 of 523 papers

TitleStatusHype
Attacking by Aligning: Clean-Label Backdoor Attacks on Object DetectionCode0
Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion ModelsCode0
Diff-Cleanse: Identifying and Mitigating Backdoor Attacks in Diffusion ModelsCode0
MDTD: A Multi Domain Trojan Detector for Deep Neural NetworksCode0
Backdoor Pre-trained Models Can Transfer to AllCode0
Towards Invisible Backdoor Attack on Text-to-Image Diffusion ModelCode0
Color Backdoor: A Robust Poisoning Attack in Color SpaceCode0
Backdoor Graph CondensationCode0
Going In Style: Audio Backdoors Through Stylistic TransformationsCode0
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic ClassificationCode0
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingCode0
Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge DistillationCode0
Mitigating Backdoor Attack by Injecting Proactive Defensive BackdoorCode0
Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text ClassificationsCode0
Generalization Bound and New Algorithm for Clean-Label Backdoor AttackCode0
MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger BridgesCode0
Model-Contrastive Learning for Backdoor DefenseCode0
Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification TasksCode0
Scanning Trojaned Models Using Out-of-Distribution SamplesCode0
Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via MotifsCode0
MSDT: Masked Language Model Scoring Defense in Text DomainCode0
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial BiasCode0
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion ModelsCode0
SDBA: A Stealthy and Long-Lasting Durable Backdoor Attack in Federated LearningCode0
Beating Backdoor Attack at Its Own GameCode0
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error AnalysisCode0
Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural NetworksCode0
Towards Unified Robustness Against Both Backdoor and Adversarial AttacksCode0
FooBaR: Fault Fooling Backdoor Attack on Neural Network TrainingCode0
NoiseAttack: An Evasive Sample-Specific Multi-Targeted Backdoor Attack Through White Gaussian NoiseCode0
"No Matter What You Do": Purifying GNN Models via Backdoor UnlearningCode0
Adversarial Feature Map Pruning for BackdoorCode0
Few-shot Backdoor Attacks via Neural Tangent KernelsCode0
Attacks on fairness in Federated LearningCode0
Enhancing Backdoor Attacks with Multi-Level MMD RegularizationCode0
Towards Adversarial Robustness And Backdoor Mitigation in SSLCode0
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients InspectionCode0
Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting DataCode0
Claim-Guided Textual Backdoor Attack for Practical ApplicationsCode0
Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural BackdoorCode0
OrderBkd: Textual backdoor attack through repositioningCode0
Training-free Lexical Backdoor Attacks on Language ModelsCode0
CBD: A Certified Backdoor Detector Based on Local Dominant ProbabilityCode0
AnywhereDoor: Multi-Target Backdoor Attacks on Object DetectionCode0
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained ModelsCode0
Excess Capacity and Backdoor PoisoningCode0
PBP: Post-training Backdoor Purification for Malware ClassifiersCode0
Backdoor Attack through Frequency DomainCode0
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam DetectionCode0
Spy-Watermark: Robust Invisible Watermarking for Backdoor AttackCode0
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