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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–175 of 523 papers

Title	Date	Tasks	Status	Score
Under-confidence Backdoors Are Resilient and Stealthy Backdoors	Feb 19, 2022	Backdoor Attack	CodeCode Available	5
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identification	Nov 20, 2022	AllBackdoor Attack	CodeCode Available	5
Learning to Backdoor Federated Learning	Mar 6, 2023	Backdoor AttackFederated Learning	CodeCode Available	5
Backdooring Bias into Text-to-Image Models	Jun 21, 2024	Backdoor AttackImage Generation	CodeCode Available	5
Color Backdoor: A Robust Poisoning Attack in Color Space	Jan 1, 2023	Backdoor AttackSSIM	CodeCode Available	5
A general approach to enhance the survivability of backdoor attacks by decision path coupling	Mar 5, 2024	Backdoor Attack	CodeCode Available	5
Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection	Aug 14, 2022	Backdoor AttackLink Prediction	CodeCode Available	5
How to Craft Backdoors with Unlabeled Data Alone?	Apr 10, 2024	Backdoor AttackSelf-Supervised Learning	CodeCode Available	5
Claim-Guided Textual Backdoor Attack for Practical Applications	Sep 25, 2024	Backdoor Attack	CodeCode Available	5
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense	Oct 1, 2023	Backdoor AttackMedical Diagnosis	CodeCode Available	5
MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger Bridges	May 12, 2025	Backdoor Attack	CodeCode Available	5
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack	Jun 2, 2024	Backdoor AttackData Poisoning	CodeCode Available	5
Whispers in Grammars: Injecting Covert Backdoors to Compromise Dense Retrieval Systems	Feb 21, 2024	Backdoor AttackMisinformation	CodeCode Available	5
CBD: A Certified Backdoor Detector Based on Local Dominant Probability	Oct 26, 2023	Backdoor AttackConformal Prediction	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
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification	Sep 27, 2023	Backdoor AttackFederated Learning	CodeCode Available	5
Adversarial Feature Map Pruning for Backdoor	Jul 21, 2023	Autonomous VehiclesBackdoor Attack	CodeCode Available	5
FooBaR: Fault Fooling Backdoor Attack on Neural Network Training	Sep 23, 2021	Backdoor Attackimage-classification	CodeCode Available	5
Going In Style: Audio Backdoors Through Stylistic Transformations	Nov 6, 2022	Backdoor Attack	CodeCode Available	5
Backdoor Attack through Frequency Domain	Nov 22, 2021	Autonomous DrivingBackdoor 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
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection	Mar 9, 2025	Backdoor AttackMulti-Task Learning	CodeCode Available	5
Invisible Backdoor Triggers in Image Editing Model via Deep Watermarking	Jun 5, 2025	Backdoor AttackImage Generation	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
Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor	Sep 3, 2024	Backdoor AttackLarge Language Model	CodeCode Available	5

Show:10 25 50

← PrevPage 7 of 21Next →

No leaderboard results yet.