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Implement Federated Learning with Subjective Logic Model

I need help in implementing the methods described in this paper: [login to view URL]

The implementation to be done in Python code. Below is a summary of the main implementation steps:

• Implement Federated Learning with its main protocols (e.g. Federated Averaging algorithm, etc.)

• Implement Poisoning Attack detection methods to detect malicious clients in Federated Learning as described in the paper

• Implement “Subjective Logic Model” to calculate reputation values for clients based on their behavior (malicious / normal) in the Federated Learning environment

• Perform the simulation setting as described in the paper and produce similar performance results

Kemahiran: Python, Machine Learning (ML), Neural Networks, Tensorflow

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Tentang Majikan:
( 2 ulasan ) Rostov-on-Don, Russian Federation

ID Projek: #27272871

5 pekerja bebas membida secara purata $81 untuk pekerjaan ini

suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Lagi

$250 USD dalam 7 hari
(30 Ulasan)
5.8
olaideejiwole

I have high proficiency Knowledge in Machine learning analysis, python, MATLAB & SIMULINK, Image recognition artificial, image processing, intelligence, Microcontroller, Modeling, optimization, PSO, Microgrid, GA, Algo Lagi

$40 USD dalam sehari
(21 Ulasan)
5.0
hayteekeys

Hello, I am an MSC majored in mathematics. I have rich exp in ACM/ICPC and deep understandings of algorithms. I attended at ACM regional contest several times and won medals there. I am an MSc majored in mathematics. ( Lagi

$50 USD dalam 2 hari
(5 Ulasan)
3.5
omoboladeolumode

Hello sir/ma, I'm interested in taking this task up for you. I have extensive experience in the domains of Natural Language Processing, Image Recognition & Artificial Intelligence,Recommender Systems, Python, Machine l Lagi

$35 USD dalam sehari
(3 Ulasan)
2.9
SolutionWhiz

Hi, I am an experienced Data scientist, and I have adequate experience in Natural Language Processing, Artificial Intelligence and Image Recognition, Machine Learning, Data Mining, Recommender Systems, Computer Vision Lagi

$30 USD dalam sehari
(0 Ulasan)
0.0