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2301.08170
Cited By

On the Vulnerability of Backdoor Defenses for Federated Learning

On the Vulnerability of Backdoor Defenses for Federated Learning

AAAI Conference on Artificial Intelligence (AAAI), 2023

19 January 2023

ArXiv (abs)PDF HTML Github

Papers citing "On the Vulnerability of Backdoor Defenses for Federated Learning"

11 / 11 papers shown

Enhancing the Effectiveness and Durability of Backdoor Attacks in Federated Learning through Maximizing Task Distinction

Enhancing the Effectiveness and Durability of Backdoor Attacks in Federated Learning through Maximizing Task Distinction

248

0

0

23 Sep 2025

On the Out-of-Distribution Backdoor Attack for Federated Learning

On the Out-of-Distribution Backdoor Attack for Federated Learning

315

1

0

16 Sep 2025

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning

On Hyperparameters and Backdoor-Resistance in Horizontal Federated Learning

Ghassan O. Karame

302

1

0

05 Sep 2025

BadPromptFL: A Novel Backdoor Threat to Prompt-based Federated Learning in Multimodal Models

BadPromptFL: A Novel Backdoor Threat to Prompt-based Federated Learning in Multimodal Models

310

0

0

11 Aug 2025

BackFed: An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning

BackFed: An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning

Dung Thuy Nguyen

261

1

0

07 Jul 2025

Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection

Detecting Backdoor Attacks in Federated Learning via Direction Alignment InspectionComputer Vision and Pattern Recognition (CVPR), 2025

684

13

0

11 Mar 2025

Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning

Infighting in the Dark: Multi-Label Backdoor Attack in Federated LearningComputer Vision and Pattern Recognition (CVPR), 2024

Chengcheng Zhu

Jiale Zhang

456

4

0

29 Sep 2024

Mitigating Malicious Attacks in Federated Learning via Confidence-aware
Defense

Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense

260

1

0

05 Aug 2024

Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat
Landscape

Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape

Tuan Nguyen

Dung Thuy Nguyen

234

3

0

05 Jul 2024

Concealing Backdoor Model Updates in Federated Learning by
Trigger-Optimized Data Poisoning

Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning

Neil Zhenqiang Gong

Michael K. Reiter

207

2

0

10 May 2024

Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated Learning

Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated LearningIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023

Michail Maniatakos

244

27

0

20 Apr 2023

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