SpaceTime: A Deep Similarity Defense Against Poisoning Attacks in Federated Learning
Federated learning has gained popularity in recent years to enhance IoT security because the model allows decentralized devices to collaboratively learn a shared model without exchanging raw data. Despite its privacy advantages, federated learning is vulnerable to poisoning attacks, where malicious...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
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MDPI AG
2025-12-01
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| coleção: | Big Data and Cognitive Computing |
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| Acesso em linha: | https://www.mdpi.com/2504-2289/9/12/313 |
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