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backdoor defense

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Showing 101–131 of 131 papers

TitleStatusHype
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored ModelsCode0
Beating Backdoor Attack at Its Own GameCode0
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial ExamplesCode0
Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data—0
Efficient Backdoor Removal Through Natural Gradient Fine-tuningCode0
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features—0
Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers—0
From Shortcuts to Triggers: Backdoor Defense with Denoised PoECode0
Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization—0
Mask and Restore: Blind Backdoor Defense at Test Time with Masked AutoencoderCode0
NCL: Textual Backdoor Defense Using Noise-augmented Contrastive Learning—0
SATBA: An Invisible Backdoor Attack Based On Spatial Attention—0
PECAN: A Deterministic Certified Defense Against Backdoor Attacks—0
BayBFed: Bayesian Backdoor Defense for Federated Learning—0
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning—0
MSDT: Masked Language Model Scoring Defense in Text DomainCode0
Backdoor Defense via Suppressing Model ShortcutsCode0
Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons—0
Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer—0
Enhancing Clean Label Backdoor Attack with Two-phase Specific Triggers—0
WeDef: Weakly Supervised Backdoor Defense for Text Classification—0
Model-Contrastive Learning for Backdoor DefenseCode0
Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection—0
Progressive Backdoor Erasing via connecting Backdoor and Adversarial Attacks—0
Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks—0
Backdoors Stuck At The Frontdoor: Multi-Agent Backdoor Attacks That Backfire—0
Backdoor Defense with Machine Unlearning—0
Few-shot Backdoor Defense Using Shapley Estimation—0
Backdoor Attack and Defense for Deep Regression—0
On Provable Backdoor Defense in Collaborative Learning—0
Rethinking the Trigger of Backdoor Attack—0
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