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Classification of Virtual Attacks using deep learning Techniques

₹750-1250 INR / hour

Closed
Posted 11 months ago

₹750-1250 INR / hour

Looking for help to complete the Project: (Communication Systems) In the ref paper shared for local model training they have used a unsupervised deep learning model called AMCNN LSTM , but we are planning to use supervised deep Learning model called Adversarial autoencoder, and the aggregation algorithm for federated learning used here is Fedavg, but we need FedProx and the gradient compression scheme mentioned in the same paper also needs to be implemented along with it .The datasets that needs to be used are 1) NF-TON-IOT dataset 2) NF-BOT-IOT dataset Reference document and more details on the Project are attached.
Project ID: 36729494

About the project

9 proposals
Remote project
Active 10 mos ago

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9 freelancers are bidding on average ₹1,089 INR/hour for this job
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Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
₹1,000 INR in 40 days
5.0 (43 reviews)
6.7
6.7
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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 companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, OPENCV, WEKA, TABLEAU, POWER BI, and EXCEL tools like image processing, machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
₹1,500 INR in 40 days
5.0 (5 reviews)
4.2
4.2
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Hello there! With expertise in C programming, Python, machine learning, and deep learning, I am well-equipped to help you complete the Communication Systems project. I will implement the supervised deep learning model Adversarial autoencoder, the FedProx aggregation algorithm, and the gradient compression scheme mentioned in the reference paper. I will ensure accurate delivery and utilization of the NF-TON-IOT and NF-BOT-IOT datasets. Let's discuss your project details further. I'm excited to work on your Communication Systems project and implement the supervised deep learning model Adversarial autoencoder, the FedProx aggregation algorithm, and the gradient compression scheme. With my skills in C programming, Python, machine learning, and deep learning, I will ensure accurate delivery and effective utilization of the NF-TON-IOT and NF-BOT-IOT datasets. Let's have a chat, Arbaz A., to discuss the project details and how I can assist you in achieving your objectives. Feel free to provide more information and any additional attachments. Best Regards!
₹900 INR in 40 days
5.0 (3 reviews)
2.9
2.9
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I'm excited to learn more about your project and help you complete it! With over 5 years of experience in the field of artificial intelligence, I have the necessary skillset to tackle this project. I have worked with a number of deep learning models before, specifically using supervised deep learning models called adversarial autoencoder and Adversarial relu. My experience has taught me the importance of training data in order to achieve optimal results from a model. This is why I am confident that my trained models will be able to accurately classify attacks using deep learning techniques. I am confident that my skillset and experience make me the perfect fit for this project. If you choose me to complete this project, you can rest assured that you will get quality results quickly and efficiently without any issues arising along the way.
₹1,000 INR in 40 days
0.0 (0 reviews)
0.0
0.0
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Hello, I am a highly skilled Artificial Intelligence with over 1 year of experience in Python, Data Analysis, Machine Learning , Deep Learning (Supervised Deep learning, Unsupervised Deep learning, Autoencoders, Recurrent Neural Networks(RNN), Restricted Boltzmann Machine(RBM)), Computer Vision (Convolutional Neural Network (CNN), Image Preprocessing, Image Classification, Image Localization, Object Detection&Tracking, Semantic&Instance Segmentation, Image Caption) & Its Models (LenNet, ResNet, VGG, MobileNet, GoogleNet, SoftMax Regression, Mask R-CNN, Fast R-CNN, YOLO, U-net, Detectron2, Detic, Transfer Learning, Pre-Trained Models), Natural Language Processing (NLP), and MLOps. And Libraries Tensorflow, Pytorch, and Keras. I have experience in Developer Tools such as IBM Watson studio, Kaggle, Hugging Face, and GitHub Tools. I have worked on more than 30 different projects in Python, Data Analysis, Machine Learning, Deep Learning, Computer Vision, Natural Language Processing (NLP), and MLOps. I've worked with Stable Diffusion before. I highly skilled in ML algorithms and is capable of delivering a robust solution within a given timeline.
₹1,200 INR in 45 days
0.0 (0 reviews)
0.0
0.0
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Do you know why you should hire me? It is, first of all, that I don't bid for jobs I'm not 100% sure of. Second, because I am a young and passionate developer. Third, I am a fast learner and have a strong mathmatics technology. Keywords for your project are: 1 VAE-Deep learning method 2 Python I will explain more specifically in the chat process. waiting for you Thank.
₹1,000 INR in 40 days
0.0 (0 reviews)
0.0
0.0
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I am a student of cse with ai specialization. I have a very good experience in ml, dl algos . I have alsk worked on autoencoders a lot and on a similar project like this . I can be very helpful to you. I can do this in less than a week.
₹1,000 INR in 40 days
0.0 (0 reviews)
0.0
0.0

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Member since Sep 8, 2016

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