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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 301–350 of 523 papers

TitleStatusHype
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models—0
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning—0
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning—0
Inferring Properties of Graph Neural Networks—0
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline—0
TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks—0
Effective backdoor attack on graph neural networks in link prediction tasks—0
Object-oriented backdoor attack against image captioning—0
Spy-Watermark: Robust Invisible Watermarking for Backdoor AttackCode0
The Art of Deception: Robust Backdoor Attack using Dynamic Stacking of Triggers—0
Imperio: Language-Guided Backdoor Attacks for Arbitrary Model Control—0
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIPCode0
Does Few-shot Learning Suffer from Backdoor Attacks?—0
Is It Possible to Backdoor Face Forgery Detection with Natural Triggers?—0
A clean-label graph backdoor attack method in node classification task—0
SSL-OTA: Unveiling Backdoor Threats in Self-Supervised Learning for Object Detection—0
Punctuation Matters! Stealthy Backdoor Attack for Language Models—0
BadRL: Sparse Targeted Backdoor Attack Against Reinforcement LearningCode0
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger—0
TARGET: Template-Transferable Backdoor Attack Against Prompt-based NLP Models via GPT4—0
Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective—0
Attacks on fairness in Federated LearningCode0
RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models—0
Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data—0
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion ModelsCode0
CBD: A Certified Backdoor Detector Based on Local Dominant ProbabilityCode0
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks—0
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective—0
Invisible Threats: Backdoor Attack in OCR Systems—0
Prompt Backdoors in Visual Prompt Learning—0
GhostEncoder: Stealthy Backdoor Attacks with Dynamic Triggers to Pre-trained Encoders in Self-supervised Learning—0
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseCode0
Moiré Backdoor Attack (MBA): A Novel Trigger for Pedestrian Detectors in the Physical World—0
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic ClassificationCode0
Robust Backdoor Attacks on Object Detection in Real World—0
Physical Invisible Backdoor Based on Camera Imaging—0
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems—0
Exploiting Machine Unlearning for Backdoor Attacks in Deep Learning System—0
EventTrojan: Manipulating Non-Intrusive Speech Quality Assessment via Imperceptible Events—0
FTA: Stealthy and Adaptive Backdoor Attack with Flexible Triggers on Federated Learning—0
Everyone Can Attack: Repurpose Lossy Compression as a Natural Backdoor Attack—0
MDTD: A Multi Domain Trojan Detector for Deep Neural NetworksCode0
Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation—0
Temporal-Distributed Backdoor Attack Against Video Based Action Recognition—0
DFB: A Data-Free, Low-Budget, and High-Efficacy Clean-Label Backdoor AttackCode0
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers—0
Beating Backdoor Attack at Its Own GameCode0
Adversarial Feature Map Pruning for BackdoorCode0
Rethinking Backdoor Attacks—0
Attacking by Aligning: Clean-Label Backdoor Attacks on Object DetectionCode0
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