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Deep learning ids using edge-cloud for smart city iot using big data

$750-1500 CAD

Закрито
Опублікований over 2 years ago

$750-1500 CAD

Оплачується при отриманні
IoT devices enable a massive amount of data to be aggregated and analyzed for anomaly detection. The nature of heterogeneous devices introduces the challenge of collecting and handling these massive datasets to perform data analyses to discover cyber-attacks in near real-time. However, the traditional IDS cannot deal with such a problem due to scalability limitations and insufficient storage and processing capabilities. Moreover, issues such as network bandwidth, real-time support, and security limit the power of cloud server-based IDSs. This paper presents an edge-cloud deep IDS model in Lambda architecture for IoT security to address these challenges. Our system decreases the training phase’s time compared to traditional machine learning algorithms and increases the accuracy of true positive detected attacks. Furthermore, neural network layers lead deep learning to achieve better performance and flexibility compared to conventional machine learning. Our solution enables the detection of suspicious activities in real-time and allows us to classify them by analyzing historical data in a batch process. 1- writing the complexity of the algorithms. 2- convert the Figs to a mathematical model. 3- improving the writing of the paper to be submitted to the journal. 4- add a case study 5-implementing, result, and discussion.
ID проекту: 31511253

Про проект

11 пропозицій(-ї)
Дистанційний проект
Активність 2 yrs ago

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11 фрілансерів(-и) готові виконати цю роботу у середньому за $1 696 CAD
Аватарка користувача
PhD Computer Engineering. I have 6 years’ experience in Data Engineering, NLP, ML,Computer Vision, pattern recognition and Artificial Intelligence. I have 8 research publication in Machine Learning. I know all data mining techniques, Deep learning and data analysis techniques. I have worked on K-mean, ID3, Bayesian theorem, confusion matrix, Hungarian algo and so on .My research was on Rough Set Theory. Tools I use are Matlab, Weka, Python, Pytorch, R studio and RapidMiner. Please see my profile and reviews as well. Thanks
$2 500 CAD за 30 дні(-в)
4,9 (239 відгуки(-ів))
7,6
7,6
Аватарка користувача
Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks
$1 500 CAD за 5 дні(-в)
5,0 (14 відгуки(-ів))
6,4
6,4
Аватарка користувача
Hello, I'm expert in MATLAB and python programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different. Evidence of this claim exist in the portfolio. I have read your project description and I can help you. Please send me the details of your project. Thanks for attention (100% Completed, On Time and On Budget)
$800 CAD за 7 дні(-в)
5,0 (17 відгуки(-ів))
5,5
5,5
Аватарка користувача
As a skilled and outstanding technical writer, I bid on your project because I have the expertise and experience to deliver superior quality work. I guarantee you constant updates in the project as a way of ensuring the project meets your expectations. Please respond to the bid so that we can discuss the project exhaustively. Thank you in advance. I wish you Good luck in your project.
$900 CAD за 7 дні(-в)
4,9 (11 відгуки(-ів))
4,8
4,8
Аватарка користувача
Hello, I have good experience with deep learning on tensorflow and pytroch, I can build whatever deep learning model you need with clear documentation and inference script. if interested contact me and then we can discuss the details of the project. best regards.
$750 CAD за 6 дні(-в)
5,0 (7 відгуки(-ів))
3,9
3,9
Аватарка користувача
Hello Sir, I'm Artem. A pleasure to submit the proposal for your kind consideration. I've gone through your requirement I understand ,I've all the skills that are required for this project. I have been working in this diverse IT field for a very long time now. And I've done quiet a lot of project relevant to yours . If I get the opportunity to work with you, I'll give our best service to get your contentment for this project. Therefore I am really looking forward to work with you, please inbox us for further discussion. Best Regards
$1 500 CAD за 10 дні(-в)
3,2 (1 відгук)
2,2
2,2

Про клієнта

Прапор CANADA
Montreal, Canada
0,0
0
Спосіб оплати верифіковано
На сайті з лист. 9, 2020

Верифікація клієнта

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