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 176–200 of 523 papers

Title	Date	Tasks	Status	Score
Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion Models	Feb 28, 2025	Backdoor Attackbackdoor defense	CodeCode Available	5
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification	Sep 27, 2023	Backdoor AttackFederated Learning	CodeCode Available	5
Cross-Context Backdoor Attacks against Graph Prompt Learning	May 28, 2024	Backdoor AttackComputational Efficiency	CodeCode Available	5
Going In Style: Audio Backdoors Through Stylistic Transformations	Nov 6, 2022	Backdoor Attack	CodeCode Available	5
MSDT: Masked Language Model Scoring Defense in Text Domain	Nov 10, 2022	Backdoor Attackbackdoor defense	CodeCode Available	5
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models	Nov 4, 2023	Backdoor Attackbackdoor defense	CodeCode Available	5
Data Free Backdoor Attacks	Dec 9, 2024	Backdoor Attack	CodeCode Available	5
FooBaR: Fault Fooling Backdoor Attack on Neural Network Training	Sep 23, 2021	Backdoor Attackimage-classification	CodeCode Available	5
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection	Mar 9, 2025	Backdoor AttackMulti-Task Learning	CodeCode Available	5
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack	Jun 2, 2024	Backdoor AttackData Poisoning	CodeCode Available	5
Backdoor Attacks against No-Reference Image Quality Assessment Models via a Scalable Trigger	Dec 10, 2024	Backdoor AttackImage Quality Assessment	CodeCode Available	5
Beating Backdoor Attack at Its Own Game	Jul 28, 2023	Backdoor Attackbackdoor defense	CodeCode Available	5
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection	Nov 21, 2024	Backdoor AttackMulti-Task Learning	CodeCode Available	5
Enhancing Backdoor Attacks with Multi-Level MMD Regularization	Nov 9, 2021	Backdoor Attack	CodeCode Available	5
Adversarial examples are useful too!	May 13, 2020	Backdoor Attack	CodeCode Available	5
Adversarial Feature Map Pruning for Backdoor	Jul 21, 2023	Autonomous VehiclesBackdoor Attack	CodeCode Available	5
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection	Apr 29, 2023	Backdoor AttackFederated Learning	CodeCode Available	5
Few-shot Backdoor Attacks via Neural Tangent Kernels	Oct 12, 2022	Backdoor AttackBilevel Optimization	CodeCode Available	5
BagFlip: A Certified Defense against Data Poisoning	May 26, 2022	Backdoor AttackData Poisoning	CodeCode Available	5
Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor	Sep 3, 2024	Backdoor AttackLarge Language Model	CodeCode Available	5
Diff-Cleanse: Identifying and Mitigating Backdoor Attacks in Diffusion Models	Jul 31, 2024	Backdoor Attackbackdoor defense	CodeCode Available	5
Backdoor Graph Condensation	Jul 3, 2024	Backdoor Attack	CodeCode Available	5
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection	May 21, 2024	Backdoor AttackSelf-Supervised Learning	CodeCode Available	5
Dynamic Attention Analysis for Backdoor Detection in Text-to-Image Diffusion Models	Apr 29, 2025	Backdoor Attack	CodeCode Available	5
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP	Jan 1, 2024	Backdoor AttackContrastive Learning	CodeCode Available	5

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