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backdoor defense

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Showing 51–100 of 131 papers

TitleStatusHype
Erasing Self-Supervised Learning Backdoor by Cluster Activation MaskingCode0
Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed ModelsCode0
Cert-SSB: Toward Certified Sample-Specific Backdoor DefenseCode0
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial ExamplesCode0
Spy-Watermark: Robust Invisible Watermarking for Backdoor AttackCode0
FL-PLAS: Federated Learning with Partial Layer Aggregation for Backdoor Defense Against High-Ratio Malicious ClientsCode0
From Shortcuts to Triggers: Backdoor Defense with Denoised PoECode0
TERD: A Unified Framework for Safeguarding Diffusion Models Against BackdoorsCode0
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion ModelsCode0
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored ModelsCode0
Towards Backdoor Stealthiness in Model Parameter SpaceCode0
CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset SeparationCode0
SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs—0
CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning—0
Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations—0
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis—0
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning—0
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning—0
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness—0
WeDef: Weakly Supervised Backdoor Defense for Text Classification—0
Data-centric NLP Backdoor Defense from the Lens of Memorization—0
TED-LaST: Towards Robust Backdoor Defense Against Adaptive Attacks—0
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models—0
Adversarial Backdoor Defense in CLIP—0
Progressive Backdoor Erasing via connecting Backdoor and Adversarial Attacks—0
Backdoor Attack and Defense for Deep Regression—0
Backdoor Defense in Diffusion Models via Spatial Attention Unlearning—0
Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection—0
Backdoor defense, learnability and obfuscation—0
Backdoor Defense through Self-Supervised and Generative Learning—0
Backdoor Defense via Test-Time Detecting and Repairing—0
Backdoor Defense with Machine Unlearning—0
Backdoors Stuck At The Frontdoor: Multi-Agent Backdoor Attacks That Backfire—0
BayBFed: Bayesian Backdoor Defense for Federated Learning—0
BeniFul: Backdoor Defense via Middle Feature Analysis for Deep Neural Networks—0
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack—0
Class-Conditional Neural Polarizer: A Lightweight and Effective Backdoor Defense by Purifying Poisoned Features—0
Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer—0
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models—0
CUBA: Controlled Untargeted Backdoor Attack against Deep Neural Networks—0
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks—0
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning—0
Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons—0
Defense Against Syntactic Textual Backdoor Attacks with Token Substitution—0
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats—0
Eliminating Backdoors in Neural Code Models for Secure Code Understanding—0
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection—0
Enhancing Clean Label Backdoor Attack with Two-phase Specific Triggers—0
Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization—0
Evolutionary Trigger Detection and Lightweight Model Repair Based Backdoor Defense—0
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