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Autoencoder & GRU Attack Classifier

₹600-1500 INR

Închis
Data postării: 2 luni în urmă

₹600-1500 INR

Plata la predare
I'm seeking the expertise of a data scientist or machine learning engineer to develop a model for classifying various types of attacks on a KDD dataset. The ideal candidate will have extensive knowledge in the use of autoencoders for feature extraction and GRU models. Key project elements include: * Professionals will need to implement an autoencoder for feature extraction with the core goal of reducing data dimensionality. Prior experience in working with high-dimensional data and in deploying autoencoders is necessary. * Subsequently, the system built should be capable of classifying Denial of Service (DoS), User to Root (U2R), and Probe attacks within the KDD dataset. Good working knowledge of GRU models and the mentioned attacks is required. * The project includes steps to ensure the accuracy and reliability of both the autoencoder and GRU model. This includes: 1. Hyperparameter Tuning: Applicant should be dexterous in practicing various optimization techniques to increase the performance of our model 2. Data Preprocessing: Applicants should have skills in effective data preprocessing methods to arguable heighten the model's reliability. This requires broad knowledge of data science, machine learning models, particularly autoencoders and GRU models. Experience in cybersecurity or network systems would be beneficial.
ID-ul proiectului: 37976809

Despre proiect

8 propuneri
Proiect la distanță
Activ: 1 lună în urmă

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8 freelanceri plasează o ofertă medie de ₹2.908 INR pentru proiect
Avatarul utilizatorului
Here is a Telecommunication Engr will provide you a 100% satisfactory work. I have already worked on a lot of projects relating PYTHON, PANDAS, DJANGO, PYSPARK, NUMPY, PYTORCH, TENSORFLOW, THEANO, APACHE SPARK, PYGLET, KERAS, SCIPY, MLPACK, DLIB, FASTEXT, OpenCV, ALGORITM, C Programming, SQL, JAVA SCRIPT, DATA MINING, REACT, HTML, ASP.NET, NODE.JS and MACHINE LEARNING as main skills. Feel free to contact Regards Alihussain
₹15.000 INR în 5 zile
5,0 (1 recenzie)
3,0
3,0
Avatarul utilizatorului
As a seasoned data scientist with a keen focus on machine learning, I'm confident that I possess the skills and experience vital for successful completion of your Autoencoder & GRU Attack Classifier project. With my extensive knowledge in deploying autoencoders for feature extraction to reduce dimensionality, combined with my expertise in working with high-dimensional datasets like KDD, I bring a rare combination to the table that sets me apart from other candidates. I've applied these skills to numerous domains including economics, finance, physics and biology; transforming these industries through bleeding-edge AI solutions. Moreover, I possess profound proficiency in Python programming which would be integral in implementing the autoencoders and the GRU models for classifying attacks effectively. My ample experience in hyperparameter tuning will lend a hand in increasing the model's performance while my understanding of effective data preprocessing methods will ensure reliability of our model. This includes not just data cleaning techniques but also feature engineering to make it more robust against various types of attacks you have mentioned.
₹1.500 INR în 7 zile
5,0 (1 recenzie)
1,0
1,0
Avatarul utilizatorului
Hello, I UNDERSTAND YOUR REQUIREMENTS 100% I'm very interested in Autoencoder & GRU Attack Classifier Very happy to your project. Reading your project, I notice that you are looking for a normal programming language developer. I am very familiar with PHP, JavaScript, CSS, HTML, Laravel, Codeigniter, React.js, Vue.js, Angular.js, MySQL, PostgreSQL, Node.js, Python, Django, Flask..... I have 7+ years experience in Website development and Mobile application development(flutter, flutterflow, android studio). So I am pretty sure I can build whatever that you want. Looking forward to work with you. Sincerely.
₹1.165 INR în 4 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
My proposal is to leverage autoencoders for feature extraction and GRU models for attack classification on the KDD dataset.
₹600 INR în 5 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Hello, I'm a seasoned data scientist with expertise in machine learning and cybersecurity. I'm excited about developing a model for attack classification on the KDD dataset. Here's how I'll approach the project: Autoencoder Implementation: I'll deploy an autoencoder for feature extraction to reduce data dimensionality effectively. Attack Classification: Utilizing GRU models, I'll develop a robust system capable of accurately classifying DoS, U2R, and Probe attacks. Model Accuracy: I'll focus on enhancing accuracy through rigorous hyperparameter tuning and data preprocessing. With my expertise and proven track record, I'm confident in delivering high-quality results. Let's discuss further details. Best regards, Harsh Raj Mishra
₹600 INR în 7 zile
5,0 (1 recenzie)
0,0
0,0
Avatarul utilizatorului
Hello, I'm extremely excited because I recently had a very similar experience. I'm confident that I can complete your task perfectly as soon as possible in a short amount of time, and I'm sure you'll be pleased with the results. Let me quickly introduce myself.
₹1.050 INR în 1 zi
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Hello Sir, I hope you are doing well. I will be able to help you with your project. I read through the description, and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Python, Software Development, Machine Learning (ML), Recommendation Systems and deep learning (NLP, Computer vision) in both Tensorflow and Pytorch. I have good experience developing and implementing Autoencoder & GRU models for this kind of project. As a next step, I would like to discuss some further questions with you, over the chat. I am looking forward to working with you and if you have any further questions, I would be happy to answer them. Best regards, Nada
₹1.350 INR în 4 zile
0,0 (0 recenzii)
0,0
0,0

Despre client

Steagul INDIA
Chennai, India
0,0
0
Membru din feb. 20, 2020

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