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

Title	Date	Tasks	Status	Hype	Score
BadPrompt: Backdoor Attacks on Continuous Prompts	Nov 27, 2022	Backdoor AttackPrompt Learning	CodeCode Available	1	5
Backdoor Attacks on Crowd Counting	Jul 12, 2022	Backdoor AttackCrowd Counting	CodeCode Available	1	5
Invisible Backdoor Attack against Self-supervised Learning	Jan 1, 2025	Backdoor AttackSelf-Supervised Learning	CodeCode Available	1	5
Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis	Sep 22, 2021	Backdoor AttackFederated Learning	CodeCode Available	1	5
Backdoor Attacks on Self-Supervised Learning	May 21, 2021	Backdoor AttackInductive Bias	CodeCode Available	1	5
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models	Mar 29, 2021	Backdoor AttackData Poisoning	CodeCode Available	1	5
Backdoor Attacks to Graph Neural Networks	Jun 19, 2020	Backdoor AttackGeneral Classification	CodeCode Available	1	5
To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models	Feb 16, 2025	Adversarial AttackBackdoor Attack	CodeCode Available	1	5
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning	Mar 6, 2023	Backdoor AttackContrastive Learning	CodeCode Available	1	5
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers	Dec 26, 2024	Backdoor AttackSentence	CodeCode Available	1	5
Mask-based Invisible Backdoor Attacks on Object Detection	Mar 20, 2024	Autonomous DrivingBackdoor Attack	CodeCode Available	1	5
Hidden Trigger Backdoor Attacks	Sep 30, 2019	Backdoor Attackimage-classification	CodeCode Available	1	5
Backdoor Attack with Sparse and Invisible Trigger	May 11, 2023	Backdoor Attack	CodeCode Available	1	5
Composite Backdoor Attacks Against Large Language Models	Oct 11, 2023	Backdoor Attack	CodeCode Available	1	5
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning	Nov 15, 2022	Backdoor AttackContrastive Learning	CodeCode Available	1	5
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning	Mar 25, 2024	Backdoor Attack	CodeCode Available	1	5
Backdoor Defense via Deconfounded Representation Learning	Mar 13, 2023	Backdoor Attackbackdoor defense	CodeCode Available	1	5
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transformers	May 17, 2024	AllBackdoor Attack	CodeCode Available	1	5
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers	Jan 1, 2024	AllBackdoor Attack	CodeCode Available	1	5
Defending against Backdoors in Federated Learning with Robust Learning Rate	Jul 7, 2020	Backdoor AttackFederated Learning	CodeCode Available	1	5
Defending Against Backdoor Attacks in Natural Language Generation	Jun 3, 2021	Backdoor AttackDialogue Generation	CodeCode Available	1	5
PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models	Oct 19, 2023	Backdoor Attack	CodeCode Available	1	5
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases	Jul 31, 2020	Backdoor Attack	CodeCode Available	1	5
An Embarrassingly Simple Backdoor Attack on Self-supervised Learning	Oct 13, 2022	Adversarial RobustnessBackdoor Attack	CodeCode Available	1	5
Poison Ink: Robust and Invisible Backdoor Attack	Aug 5, 2021	Adversarial AttackBackdoor Attack	CodeCode Available	1	5

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