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 26–50 of 523 papers

Title	Date	Tasks	Status	Hype	Score
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning	Nov 20, 2023	Backdoor AttackContrastive Learning	CodeCode Available	1	5
BadEdit: Backdooring large language models by model editing	Mar 20, 2024	Backdoor Attackknowledge editing	CodeCode Available	1	5
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1	5
BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning	Aug 1, 2021	Backdoor AttackSelf-Supervised Learning	CodeCode Available	1	5
Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning	Apr 26, 2024	Backdoor AttackFederated Learning	CodeCode Available	1	5
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers	Dec 26, 2024	Backdoor AttackSentence	CodeCode Available	1	5
Anti-Distillation Backdoor Attacks: Backdoors Can Really Survive in Knowledge Distillation	Oct 24, 2021	Backdoor AttackKnowledge Distillation	CodeCode Available	1	5
Anti-Backdoor Learning: Training Clean Models on Poisoned Data	Oct 22, 2021	Backdoor Attack	CodeCode Available	1	5
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models	Jul 31, 2023	Backdoor AttackImage Generation	CodeCode Available	1	5
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense	Jan 16, 2023	Backdoor AttackDeep Learning	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
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network	Jun 17, 2023	Backdoor AttackFederated Learning	CodeCode Available	1	5
Backdoor Attack against Speaker Verification	Oct 22, 2020	Backdoor AttackClustering	CodeCode Available	1	5
Backdoor Attacks on Crowd Counting	Jul 12, 2022	Backdoor AttackCrowd Counting	CodeCode Available	1	5
Backdoor Attacks for Remote Sensing Data with Wavelet Transform	Nov 15, 2022	Backdoor Attackbackdoor defense	CodeCode Available	1	5
Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis	Sep 22, 2021	Backdoor AttackFederated Learning	CodeCode Available	1	5
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning	Sep 18, 2021	Backdoor AttackData Poisoning	CodeCode Available	1	5
Backdoor Attacks Against Dataset Distillation	Jan 3, 2023	Backdoor AttackDataset Distillation	CodeCode Available	1	5
Backdoor Attacks to Graph Neural Networks	Jun 19, 2020	Backdoor AttackGeneral Classification	CodeCode Available	1	5
Can We Mitigate Backdoor Attack Using Adversarial Detection Methods?	Jun 26, 2020	Adversarial DefenseBackdoor Attack	CodeCode Available	1	5
Backdoor Attack with Sparse and Invisible Trigger	May 11, 2023	Backdoor Attack	CodeCode Available	1	5
BadPrompt: Backdoor Attacks on Continuous Prompts	Nov 27, 2022	Backdoor AttackPrompt Learning	CodeCode Available	1	5
An Embarrassingly Simple Backdoor Attack on Self-supervised Learning	Oct 13, 2022	Adversarial RobustnessBackdoor Attack	CodeCode Available	1	5
Backdoor Defense via Deconfounded Representation Learning	Mar 13, 2023	Backdoor Attackbackdoor defense	CodeCode Available	1	5
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning	Mar 6, 2023	Backdoor AttackContrastive Learning	CodeCode Available	1	5

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