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backdoor defense

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Showing 51–100 of 131 papers

TitleStatusHype
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
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
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
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
From Shortcuts to Triggers: Backdoor Defense with Denoised PoECode0
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion ModelsCode0
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