• Suche: Federated Learning with Python

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1

Correct orchestration of federated learning generic algorithms: Python translation to CSP and verification by PAT
Djukic, Miodrag ; Prokić, Ivan ; Popovic, Miroslav ; et al.
International Journal on Software Tools for Technology Transfer. :1-14

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2

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT
Popovic, Miroslav ; Popovic, Marko ; Djukic, Miodrag ; et al.

Artificial Intelligence
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3

Entropy-adaptive differential privacy federated learning for student performance prediction and privacy protection: a case study in Python programming
Shanwei Chen ; Xiuzhi Qi
Frontiers in Artificial Intelligence, Vol 8 (2025)

federated learning entropy-adaptive differe... student performance pred... distributed data analysi... Python programming Electronic computers. Co... …
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4

A Simple Python Testbed for Federated Learning Algorithms
Popovic, Miroslav ; Popovic, Marko ; Kastelan, Ivan ; et al.

Computer Science - Distr... D.2.11
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5

Fluke: Federated learning utility framework for experimentation and research
Polato, Mirko
In Future Generation Computer Systems April 2026 177

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6

Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT.
Miroslav Popovic ; Marko Popovic ; Miodrag Djukic ; et al.
CoRR. abs/2506.07173

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8

Securing healthcare data: A federated learning framework with hybrid encryption in cluster environments.
Srivenkateswaran, C ; Jaya Mabel Rani, A ; Senthil Kumaran, R ; et al.
Technology & Health Care. May2025, Vol. 33 Issue 3, p1232-1257. 26p.

ELLIPTIC curve cryptogra... FEDERATED learning PYTHON programming langu... DATA security HYBRID securities
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9

OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python
Mattia Daole ; Alessio Schiavo ; José Luis Corcuera Bárcena ; et al.
SoftwareX, Vol 23, Iss , Pp 101505- (2023)

Federated learning Explainable AI Rule-based systems Linguistic fuzzy models Computer software QA76.75-76.765
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10

Federated learning for the pathogenicity annotation of genetic variants in multi-site clinical settings.
Montalvo N ; Requena F ; Capriotti E ; et al.
Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

Humans Algorithms DNA Copy Number Variatio... Polymorphism, Single Nuc... Federated Learning Genetic Variation …
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12

A 2-Way Federated Aggregated Learning Through the Vision and Voice Data for Human Emotion Recognition.
Hussain, G. K. Jakir ; Manoj, G.
International Journal of Pattern Recognition & Artificial Intelligence. Sep2025, p1. 37p. 19 Illustrations.

EMOTION recognition FEDERATED learning IMAGE processing DEEP learning RECOGNITION (Psychology) FEATURE extraction …
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13

Asynchronous Federated Learning with non-convex client objective functions and heterogeneous dataset
Forootani, Ali ; Iervolino, Raffaele

Machine Learning Distributed, Parallel, a...
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14

Enhanced detection of Mpox using federated learning with hybrid ResNet-ViT and adaptive attention mechanisms.
Maheskumar V ; Vijayarajeswari R
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Humans Monkeypox virus Federated Learning Mpox, Monkeypox diagnosi... Deep Learning
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15

Privacy preservation in diabetic disease prediction using federated learning based on efficient cross stage recurrent model.
Jayalakshmi, R. ; Tamilvizhi, T.
Scientific Reports. 10/24/2025, Vol. 15 Issue 1, p1-20. 20p.

DIABETIC retinopathy FEDERATED learning DATA privacy DATA encryption PRIVACY RECURRENT neural network...
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16

Intelligent intrusion forecasting framework for distributed environment using federated learning.
Sudha, Chinnakka ; Bolla, Sreenivasulu
Cluster Computing. Oct2025, Vol. 28 Issue 6, p1-18. 18p.

FEDERATED learning PUFFERS (Fish) DENIAL of service attack... SECURITY systems ERROR rates
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17

Modular Federated Learning: A Meta-Framework Perspective
Vicente, Frederico ; Soares, Cláudia ; Jakovetić, Dušan

Computer Science - Machi...
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18

A Simple Python Testbed for Federated Learning Algorithms.
Miroslav Popovic ; Marko Popovic ; Ivan Kastelan ; et al.
CoRR. abs/2305.20027

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19

A blockchain-empowered federated learning-based framework for data privacy in lung disease detection system
Gupta, Mansi ; Kumar, Mohit ; Gupta, Yash
In Computers in Human Behavior September 2024 158

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20

Federated Learning Over LoRa Networks: Simulator Design and Performance Evaluation
Singh, Anshika ; Borkotoky, Siddhartha S.

Networking and Internet...
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