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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 1–50 of 523 papers

TitleStatusHype
VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation—0
Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning—0
CUBA: Controlled Untargeted Backdoor Attack against Deep Neural Networks—0
Screen Hijack: Visual Poisoning of VLM Agents in Mobile Environments—0
ME: Trigger Element Combination Backdoor Attack on Copyright Infringement—0
SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models—0
Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems—0
Backdoor Attack on Vision Language Models with Stealthy Semantic Manipulation—0
Invisible Backdoor Triggers in Image Editing Model via Deep WatermarkingCode0
Heterogeneous Graph Backdoor Attack—0
Poison in the Well: Feature Embedding Disruption in Backdoor Attacks—0
Backdoors in DRL: Four Environments Focusing on In-distribution Triggers—0
BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World—0
BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization—0
FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition—0
Defending the Edge: Representative-Attention for Mitigating Backdoor Attacks in Federated Learning—0
MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger BridgesCode0
Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving—0
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models—0
Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF FingerprintingCode0
Dynamic Attention Analysis for Backdoor Detection in Text-to-Image Diffusion ModelsCode0
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure—0
SFIBA: Spatial-based Full-target Invisible Backdoor Attacks—0
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts—0
Robo-Troj: Attacking LLM-based Task Planners—0
BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-box Large Language Models—0
Strategic Planning of Stealthy Backdoor Attacks in Markov Decision Processes—0
Exploring Backdoor Attack and Defense for LLM-empowered Recommendations—0
Parasite: A Steganography-based Backdoor Attack Framework for Diffusion Models—0
ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs—0
Backdoor Detection through Replicated Execution of Outsourced Training—0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction—0
DeBackdoor: A Deductive Framework for Detecting Backdoor Attacks on Deep Models with Limited Data—0
Towards Invisible Backdoor Attack on Text-to-Image Diffusion ModelCode0
A Semantic and Clean-label Backdoor Attack against Graph Convolutional Networks—0
Stealthy Patch-Wise Backdoor Attack in 3D Point Cloud via Curvature Awareness—0
Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural Networks—0
C^2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion—0
AnywhereDoor: Multi-Target Backdoor Attacks on Object DetectionCode0
BadRefSR: Backdoor Attacks Against Reference-based Image Super ResolutionCode0
Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion ModelsCode0
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models—0
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models—0
Multi-Target Federated Backdoor Attack Based on Feature Aggregation—0
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models—0
Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness—0
ReVeil: Unconstrained Concealed Backdoor Attack on Deep Neural Networks using Machine UnlearningCode0
To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning ModelsCode1
A Robust Attack: Displacement Backdoor Attack—0
Online Gradient Boosting Decision Tree: In-Place Updates for Efficient Adding/Deleting DataCode0
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