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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 201–225 of 523 papers

TitleStatusHype
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning—0
Defending Backdoor Attacks on Vision Transformer via Patch Processing—0
Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning—0
Exploiting Machine Unlearning for Backdoor Attacks in Deep Learning System—0
Defending the Edge: Representative-Attention for Mitigating Backdoor Attacks in Federated Learning—0
Defense-as-a-Service: Black-box Shielding against Backdoored Graph Models—0
A semantic backdoor attack against Graph Convolutional Networks—0
Compression-Resistant Backdoor Attack against Deep Neural Networks—0
Detecting Backdoor in Deep Neural Networks via Intentional Adversarial Perturbations—0
Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving—0
DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning—0
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World—0
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models—0
Does Few-shot Learning Suffer from Backdoor Attacks?—0
A Semantic and Clean-label Backdoor Attack against Graph Convolutional Networks—0
Double Landmines: Invisible Textual Backdoor Attacks based on Dual-Trigger—0
Backdoor Attacks with Input-unique Triggers in NLP—0
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
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction—0
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks—0
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records—0
A Clean-graph Backdoor Attack against Graph Convolutional Networks with Poisoned Label Only—0
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models—0
A4O: All Trigger for One sample—0
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