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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...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Geethapriya Thamilarasu, Christian Dunham
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2025-12-01
Rangatū:Big Data and Cognitive Computing
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2504-2289/9/12/313
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