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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 176–200 of 523 papers

TitleStatusHype
Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning—0
CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against Backdoor Attacks via Spatial Partitioning and Ensemble Prediction—0
A Clean-graph Backdoor Attack against Graph Convolutional Networks with Poisoned Label Only—0
LSP Framework: A Compensatory Model for Defeating Trigger Reverse Engineering via Label Smoothing Poisoning—0
Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving—0
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam DetectionCode0
How to Craft Backdoors with Unlabeled Data Alone?Code0
Manipulating and Mitigating Generative Model Biases without Retraining—0
Exploring Backdoor Vulnerabilities of Chat ModelsCode1
Backdoor Attack on Multilingual Machine Translation—0
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models—0
A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks—0
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-PartitioningCode1
Generating Potent Poisons and Backdoors from Scratch with Guided DiffusionCode1
Towards Adversarial Robustness And Backdoor Mitigation in SSLCode0
Mask-based Invisible Backdoor Attacks on Object DetectionCode1
BadEdit: Backdooring large language models by model editingCode1
Impart: An Imperceptible and Effective Label-Specific Backdoor Attack—0
Invisible Backdoor Attack Through Singular Value Decomposition—0
Backdoor Attack with Mode Mixture Latent Modification—0
Enhancing Adversarial Training with Prior Knowledge Distillation for Robust Image Compression—0
AS-FIBA: Adaptive Selective Frequency-Injection for Backdoor Attack on Deep Face Restoration—0
iBA: Backdoor Attack on 3D Point Cloud via Reconstructing Itself—0
A general approach to enhance the survivability of backdoor attacks by decision path couplingCode0
SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic TransferCode0
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