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2310.08097
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Sentinel: An Aggregation Function to Secure Decentralized Federated Learning
European Conference on Artificial Intelligence (ECAI), 2023
12 October 2023
Chao Feng
Alberto Huertas Celdrán
Janosch Baltensperger
Enrique Tomás Martínez Beltrán
Gérome Bovet
Burkhard Stiller
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Papers citing
"Sentinel: An Aggregation Function to Secure Decentralized Federated Learning"
4 / 4 papers shown
FLAegis: A Two-Layer Defense Framework for Federated Learning Against Poisoning Attacks
Enrique Mármol Campos
Aurora González-Vidal
José Luis Hernández Ramos
A. Gómez-Skarmeta
AAML
112
1
0
26 Aug 2025
Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data
BigData Congress [Services Society] (BSS), 2024
Chao Feng
Alberto Huertas Celdrán
Zien Zeng
Zi Ye
Jan von der Assen
Gérome Bovet
Burkhard Stiller
AAML
221
1
0
28 Sep 2024
DART: A Solution for Decentralized Federated Learning Model Robustness Analysis
Chao Feng
Alberto Huertas Celdrán
Jan von der Assen
Enrique Tomás Martínez Beltrán
Gérome Bovet
Burkhard Stiller
OOD
AAML
255
19
0
11 Jul 2024
On the Conflict of Robustness and Learning in Collaborative Machine Learning
Mathilde Raynal
Carmela Troncoso
268
2
0
21 Feb 2024
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