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Early DDoS attack detection and prevention with Machine Learning in Python

$30-250 USD

Terminado
Publicado hace más de 4 años

$30-250 USD

Pagado a la entrega
Python code for effective early DDoS attack detection and prevention using Machine Learning. Dataset to be used : cicddos2019 and NSL-KDD * Random forest classifier 1. Data Pre-Processing and Feature Selection 2. Training (train with 80% of the cicddos2019 dataset) 3. Testing (test with 20% of cicddos2019 and 80% NSL-KDD ) 4. results (min of 97% detection rate) NB; each step on the above(1 to 4) MUST be clearely explained and then document how each steps were carried out NB; line of code must be clearely explained NB: Expected to have good visualisation NB:Attacks to be detected are: SYN flood attack, ICMP-flooding, UDP flood attack, HTTP GET and POST flood attack NB: 1500 WORDS
ID del proyecto: 23008247

Información sobre el proyecto

8 propuestas
Proyecto remoto
Activo hace 4 años

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Note: I read all of your requirements and I can deliver you with quality work. I currently also working on the DDOS project right now and I have been developed such systems already. I have lot of datasets of attacks. Please contact me for more discussion and I think i can provide you the work as you needed. Greetings! Welcome to DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE Developer by using Python! I hope you are doing good. Well, regarding this project, I have extensive 8+ years of experience in DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE projects using Python. I will work in an efficient and correct way. Give me work, I will surely complete work within the required time. I have been working for the following field related projects: Classification Regression Clustering Dimensionality Reduction Prediction Recognition Time Series Forecasting Recommender Systems Sentiment Analysis NLP(Natural Language Processing) Big Data Visualisation Data Mining Data Analysis Data warehousing Data Modelling So on . . . As I did MSCS (18 years of education in computer science) and Ph.D. student, I can do your project in a smart way. As you can see in my profile, I have been worked for different projects and got a response from employers by getting awesome feedback. I read the project requirements so I can do this project with 100% quality and within time. Thanks for your response!
$230 USD en 7 días
4,7 (86 comentarios)
6,3
6,3
8 freelancers están ofertando un promedio de $224 USD por este trabajo
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$400 USD en 7 días
5,0 (40 comentarios)
6,3
6,3
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Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would love to speak with you further about taking this project on. If you'd like to view my previous work, take a look at my Freelancer Portfolio. Regards.
$300 USD en 7 días
4,9 (35 comentarios)
6,0
6,0
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Dear sir. I read your project description very carefully. I've really rich experience in IDS & Python, so your project is very interesting to me. I'm really confident about your project, and very eager to join it. If you give me a chance, I'll do my best to provide wonderful result. I believe this will be a good starting point of the business relation between us. Looking forward to your response. Thank you.
$140 USD en 7 días
5,0 (3 comentarios)
2,9
2,9
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Hello, Dear. I read your project spec and understood your requirements. I am an ML, DL, Data Science, Data Mining, NLP Expert. I have rich experiences with your projects. I can do this project with sampling, feature selection, training and testing steps using sklearn, pandas, scipy. Or I can do this using keras or tensorflow with deep learning. I'd like to discuss your project details via chat.
$250 USD en 5 días
5,0 (2 comentarios)
2,8
2,8

Sobre este cliente

Bandera de UNITED KINGDOM
Sheffield, United Kingdom
5,0
1
Miembro desde abr 5, 2016

Verificación del cliente

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