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 76–100 of 523 papers

TitleStatusHype
Training with More Confidence: Mitigating Injected and Natural Backdoors During TrainingCode1
Few-Shot Backdoor Attacks on Visual Object TrackingCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural NetworksCode1
Triggerless Backdoor Attack for NLP Tasks with Clean LabelsCode1
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial OutcomesCode1
Anti-Distillation Backdoor Attacks: Backdoors Can Really Survive in Knowledge DistillationCode1
Anti-Backdoor Learning: Training Clean Models on Poisoned DataCode1
Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style TransferCode1
Backdoor Attacks on Federated Learning with Lottery Ticket HypothesisCode1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data PoisoningCode1
Poison Ink: Robust and Invisible Backdoor AttackCode1
BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised LearningCode1
Rethinking Stealthiness of Backdoor Attack against NLP ModelsCode1
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from ScratchCode1
Defending Against Backdoor Attacks in Natural Language GenerationCode1
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic TriggerCode1
Backdoor Attacks on Self-Supervised LearningCode1
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP ModelsCode1
Targeted Attack against Deep Neural Networks via Flipping Limited Weight BitsCode1
WaNet -- Imperceptible Warping-based Backdoor AttackCode1
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-Level Backdoor AttacksCode1
LIRA: Learnable, Imperceptible and Robust Backdoor AttacksCode1
WaNet - Imperceptible Warping-based Backdoor AttackCode1
Deep Feature Space Trojan Attack of Neural Networks by Controlled DetoxificationCode1
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