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backdoor defense

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Showing 101–131 of 131 papers

TitleStatusHype
FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks—0
Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data—0
Few-shot Backdoor Defense Using Shapley Estimation—0
Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation—0
Gradient Norm-based Fine-Tuning for Backdoor Defense in Automatic Speech Recognition—0
Heterogeneous Graph Backdoor Attack—0
Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks—0
Interactive Simulations of Backdoors in Neural Networks—0
InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning—0
Is It Possible to Backdoor Face Forgery Detection with Natural Triggers?—0
LSP Framework: A Compensatory Model for Defeating Trigger Reverse Engineering via Label Smoothing Poisoning—0
MADE: Graph Backdoor Defense with Masked Unlearning—0
Magnitude-based Neuron Pruning for Backdoor Defens—0
Model-agnostic clean-label backdoor mitigation in cybersecurity environments—0
NCL: Textual Backdoor Defense Using Noise-augmented Contrastive Learning—0
Neutralizing Backdoors through Information Conflicts for Large Language Models—0
On Provable Backdoor Defense in Collaborative Learning—0
PCAP-Backdoor: Backdoor Poisoning Generator for Network Traffic in CPS/IoT Environments—0
PECAN: A Deterministic Certified Defense Against Backdoor Attacks—0
Proactive Adversarial Defense: Harnessing Prompt Tuning in Vision-Language Models to Detect Unseen Backdoored Images—0
Protecting against simultaneous data poisoning attacks—0
Prototype Guided Backdoor Defense—0
PureDiffusion: Using Backdoor to Counter Backdoor in Generative Diffusion Models—0
Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective—0
Rethinking the Trigger of Backdoor Attack—0
Robust Anti-Backdoor Instruction Tuning in LVLMs—0
Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers—0
Robustness Inspired Graph Backdoor Defense—0
SAB:A Stealing and Robust Backdoor Attack based on Steganographic Algorithm against Federated Learning—0
SATBA: An Invisible Backdoor Attack Based On Spatial Attention—0
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models—0
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