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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 251–300 of 523 papers

TitleStatusHype
BadGPT: Exploring Security Vulnerabilities of ChatGPT via Backdoor Attacks to InstructGPT—0
BadHMP: Backdoor Attack against Human Motion Prediction—0
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models—0
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts—0
BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements—0
BadNL: Backdoor Attacks Against NLP Models—0
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models—0
BadSAD: Clean-Label Backdoor Attacks against Deep Semi-Supervised Anomaly Detection—0
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks—0
BadScan: An Architectural Backdoor Attack on Visual State Space Models—0
BadSFL: Backdoor Attack against Scaffold Federated Learning—0
EventTrojan: Manipulating Non-Intrusive Speech Quality Assessment via Imperceptible Events—0
BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors—0
BadVFL: Backdoor Attacks in Vertical Federated Learning—0
BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization—0
BATT: Backdoor Attack with Transformation-based Triggers—0
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing—0
Be Careful with Rotation: A Uniform Backdoor Pattern for 3D Shape—0
Behavior Backdoor for Deep Learning Models—0
Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning—0
BFClass: A Backdoor-free Text Classification Framework—0
BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning—0
Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy—0
C^2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion—0
Can You Hear It? Backdoor Attacks via Ultrasonic Triggers—0
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models—0
CBPF: Filtering Poisoned Data Based on Composite Backdoor Attack—0
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger—0
Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain—0
Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving—0
CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks—0
CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against Backdoor Attacks via Spatial Partitioning and Ensemble Prediction—0
Compression-Resistant Backdoor Attack against Deep Neural Networks—0
Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning—0
Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer—0
Contributor-Aware Defenses Against Adversarial Backdoor Attacks—0
Cooperative Backdoor Attack in Decentralized Reinforcement Learning with Theoretical Guarantee—0
Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning—0
CUBA: Controlled Untargeted Backdoor Attack against Deep Neural Networks—0
DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning—0
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World—0
DarkMind: Latent Chain-of-Thought Backdoor in Customized LLMs—0
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks—0
Megatron: Evasive Clean-Label Backdoor Attacks against Vision Transformer—0
MEGen: Generative Backdoor in Large Language Models via Model Editing—0
Memory Backdoor Attacks on Neural Networks—0
ME: Trigger Element Combination Backdoor Attack on Copyright Infringement—0
iBA: Backdoor Attack on 3D Point Cloud via Reconstructing Itself—0
Mitigating Backdoor Attack Via Prerequisite Transformation—0
Moiré Backdoor Attack (MBA): A Novel Trigger for Pedestrian Detectors in the Physical World—0
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