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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 376–400 of 523 papers

TitleStatusHype
Learning to Backdoor Federated LearningCode0
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
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
On Feasibility of Server-side Backdoor Attacks on Split Learning—0
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective—0
QTrojan: A Circuit Backdoor Against Quantum Neural Networks—0
Training-free Lexical Backdoor Attacks on Language ModelsCode0
Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks—0
Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering—0
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing—0
Backdoor Attacks in Peer-to-Peer Federated Learning—0
Universal Detection of Backdoor Attacks via Density-based Clustering and Centroids AnalysisCode0
You Are Catching My Attention: Are Vision Transformers Bad Learners Under Backdoor Attacks?—0
Color Backdoor: A Robust Poisoning Attack in Color SpaceCode0
SSDA: Secure Source-Free Domain AdaptationCode0
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingCode0
Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks—0
VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion—0
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends—0
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks—0
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