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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 301–325 of 523 papers

TitleStatusHype
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients InspectionCode0
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger—0
INK: Inheritable Natural Backdoor Attack Against Model Distillation—0
BadVFL: Backdoor Attacks in Vertical Federated Learning—0
Evil from Within: Machine Learning Backdoors through Hardware Trojans—0
UNICORN: A Unified Backdoor Trigger Inversion FrameworkCode1
Rethinking the Trigger-injecting Position in Graph Backdoor Attack—0
Recover Triggered States: Protect Model Against Backdoor Attack in Reinforcement LearningCode0
Backdoor Attacks with Input-unique Triggers in NLP—0
Influencer Backdoor Attack on Semantic SegmentationCode1
Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor AttacksCode1
Backdoor Defense via Deconfounded Representation LearningCode1
Learning to Backdoor Federated LearningCode0
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive LearningCode1
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions—0
Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial BiasCode0
A semantic backdoor attack against Graph Convolutional Networks—0
FreeEagle: Detecting Complex Neural Trojans in Data-Free CasesCode1
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
SATBA: An Invisible Backdoor Attack Based On Spatial Attention—0
Defending Against Backdoor Attacks by Layer-wise Feature AnalysisCode0
BadGPT: Exploring Security Vulnerabilities of ChatGPT via Backdoor Attacks to InstructGPT—0
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective—0
On Feasibility of Server-side Backdoor Attacks on Split Learning—0
QTrojan: A Circuit Backdoor Against Quantum Neural Networks—0
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