SOTAVerified

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 1–25 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
Single-Node Trigger Backdoor Attacks in Graph-Based Recommendation Systems—0
SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models—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
SFIBA: Spatial-based Full-target Invisible Backdoor Attacks—0
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure—0
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts—0
Robo-Troj: Attacking LLM-based Task Planners—0
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