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CTU-13 veri setini kullanarak yapay zeka tabanlı bir siber güvenlik projesi geliştiriyorum. Proje, ağ trafiğinizdeki anormal davranışları ve potansiyel tehditleri hızlı bir şekilde tespit eder. İhtiyaçlar: - Python'da geliştirilmiş hazır kod - Kapsamlı rapor (PDF formatında) - Görselleştirmeler: Grafik ve Tablo - İçerik: - Tespit edilen tehditlerin listesi - Anomalilerin zaman çizelgesi - Ağ trafiğinin istatistikleri - Opsiyonel: Streamlit ile etkileşimli bir web arayüzü İdeal beceriler: - Makine öğrenimi ve siber güvenlik konusunda deneyim - Python'da güçlü yetkinlik - Raporlama ve veri görselleştirme deneyimi
Project ID: 39699742
21 proposals
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Active 9 mos ago
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21 freelancers are bidding on average $35 USD/hour for this job

I understand you're looking to develop an AI-driven cybersecurity solution that quickly detects anomalies and potential threats in network traffic. This is an important project, and I can help you navigate the complexities involved. First, I would start by analyzing the CTU-13 dataset to build a robust model in Python that can accurately identify unusual patterns. I would implement machine learning algorithms tailored for cybersecurity, ensuring we have a high detection rate while minimizing false positives. Simultaneously, I'll create comprehensive reports in PDF format, including visualizations such as graphs and tables to present the detected threats, timelines of anomalies, and traffic statistics. In a similar project for a client in the fintech sector, I developed an anomaly detection system that resulted in a 30% faster response time to threats. As a first step, consider validating the data quality of the CTU-13 dataset to ensure accurate model training. If you're interested, let's discuss how we can tailor this project to meet your specific needs.
$45 USD in 40 days
7.8
7.8

Hello, I am an experienced developer specializing in AI, cybersecurity, and Python. I can deliver a complete solution for your CTU-13 project, including ready-to-run Python code to detect anomalous network behavior and potential threats. I will provide a comprehensive PDF report with detected threats, anomaly timelines, and network traffic statistics, along with clear graphs and tables. Optionally, I can also develop an interactive Streamlit dashboard for real-time monitoring and analysis. I am ready to start immediately and deliver a solution that saves time and improves productivity. Best regards, Niral D
$25 USD in 40 days
7.5
7.5

Merhaba!!! Yapay zeka destekli siber güvenlik projenizin açıklamasını çok iyi okudum ve CTU-13 veri setini kullanarak Python tabanlı anomali tespitine olan ihtiyacınızı açıkça anlıyorum. Bu proje için en uygun kişi benim çünkü tam raporlama ve görsel içgörü özelliklerine sahip benzer yapay zeka siber güvenlik tespit sistemlerinde çalıştım. * Anomali tespiti için önceden oluşturulmuş ve tamamen test edilmiş Python kodu * Net tehdit sunumu için grafikler, tablolar ve zaman çizelgesi grafikleri * Sonuç keşfi için isteğe bağlı etkileşimli Streamlit panosu Proje sonunda, kod, rapor PDF'si, temel test doğrulaması, veritabanı ve kayıt yönetimi alacaksınız; gerekmedikçe ağır bir çerçeve veya karmaşık bir arka uç yok. Güçlü bir veri bilimi ve makine öğrenimi geçmişine sahip, 9+ yıllık tam yığın geliştirici deneyimim var. KDD, NSL-KDD ve CTU-13 gibi veri setlerini kullanarak anomali tespit panoları ve davranış izleme araçları oluşturdum. Anlaşma yapmak için sizinle görüşmeyi dört gözle bekliyorum. Saygılarımla Elisha Mariam!
$25 USD in 40 days
4.6
4.6

This is exactly the kind of work I love doing. Developing AI-based cybersecurity projects using the CTU-13 dataset is my forte. Utilizing Python for ready-made code, I excel in comprehensive PDF reports, graphical & tabular visualizations, and detecting anomalies in network traffic. With a strong background in machine learning and cybersecurity, coupled with Python expertise, I guarantee top-notch threat detection. My experience in reporting and data visualization ensures quality deliverables every time. I'm happy to offer insight even if you don't go with me. Regards, Anne S.
$50 USD in 5 days
4.2
4.2

Hi, I would like to grab this opportunity and will work until you are 100% satisfied with your project. I have tons of experience in developing AI-based cybersecurity projects using the CTU-13 dataset. My expertise includes Python coding, comprehensive PDF reports, graphical visualizations, and anomaly detection. I excel in machine learning, cybersecurity, Python, and data visualization. I would love to chat more about your project! Regards, Claude
$50 USD in 7 days
3.0
3.0

I am thrilled to bid on this project, leveraging my 12+ years of experience in refining academic writing, research papers, and dissertations. My personalized approach is designed to help you achieve your academic goals, whether you're looking to improve your writing skills, enhance your research, or perfect your dissertation. I offer a comprehensive range of services tailored to your needs, including academic consultation, research paper editing, dissertation support, essay writing assistance, and expert formatting in Harvard, APA, MLA, Chicago, and Vancouver styles. My goal is to provide you with the guidance and support you need to produce high-quality work that showcases your knowledge and expertise. By working together, I am confident that we can achieve great results, including improved writing clarity, coherence, and structure, leading to better academic performance and increased confidence. I'm excited about the opportunity to collaborate with you and help you reach your full potential. Please message me for further discussion!
$25 USD in 1 day
3.3
3.3

Hello there, With extensive experience in statistical and predictive analytics, My proficiency in SPSS combined with my programming skills in Python will not only ensure an effective data analysis but also allow for flexibility and automation, optimizing efficiency throughout the process. Throughout my career, I have consistently proven my problem-solving mindset transforming complex datasets into clear and actionable insights that clients can use to drive their business forward. Data cleaning and transformation is an often-overlooked area of importance; however, it's where precise analysis begins. My vast experience in this area ensures thorough sorting of your data for accurate analysis - leaving no stone unturned. Lastly, I recognize that clear communication is vital to successful project completion. I assure you of my commitment in communicating regularly and effectively throughout this project, leaving no room for ambiguities. Trusting me with this project will not just avail you of a qualified individual but also someone who is dedicated in leveraging their knowledge and experience for unparalleled client satisfaction.
$38 USD in 40 days
1.4
1.4

My name is "Usama Safdar" and I am a Ph.D degree holder which means I am highly-capable to tackle this project "Content Editor " with 100 percent accuracy. I am a professional writer with over 6 years of experience in writing; Essays, Research Summaries, Thesis, Dissertation, Lab Reports and Case Studies. I always provide High-Quality Solutions within the shortest possible time with all instructions followed against very reasonable prices. I can manage works even with shortest deadlines like; "2500 words work in just 6 Hours" with very reasonable time. As a pro academic writer I am also familiar with all the referencing styles; such as APA, Harvard, OSCOLA, IEE, MLA etc. I always provide plagiarism-free solutions and as a prove I also provide "FREE Turnitin reports". For Samples, please visit my profile https://www.freelancer.com/u/SolutionMart Please message me to start the discussion. Thank You
$25 USD in 1 day
1.4
1.4

My name is Rabia Faisal, I am working in the writing industry since 2011. During this time, I have served countless clients with a full amount of satisfaction by providing them with TOP Quality Solutions. I have command of all references APA, Harvard, IEEE, MLA & Chicago, etc. I will provide plagiarism-free work with 100 percent accurate grammar within your given deadline. Please message me to get Top Class Services. I am waiting; https://www.freelancer.com/u/TopWritingGuru
$25 USD in 1 day
1.1
1.1

❗On‑time. On‑budget. Exactly how you envisioned it.❗ I don’t just complete projects. I deliver results that make a difference. I turn ideas into a polished, high-quality reality that works the way you need them to. I understand the need for Python expertise, comprehensive reporting, graphical visualizations, and anomaly detection. I bring extensive experience in machine learning, cybersecurity, strong Python skills, and expertise in reporting and data visualization. I have successfully completed numerous projects outside of this platform. Clients choose me because I communicate clearly, meet deadlines without excuses, and take ownership of every detail. If you’re looking for a freelancer who treats your project like their own and ensures it exceeds expectations, let’s make it happen. Regards, Kewan
$50 USD in 7 days
0.0
0.0

I'm confident my AI-based cybersecurity project utilizing the CTU-13 dataset is the perfect fit for your needs. Looking for Python experts with ML, cybersecurity experience, I specialize in developing automated systems to detect network anomalies and cyber threats efficiently. Providing detailed PDF reports with graphical insights and optional Streamlit web interface for interactive user experience. Let's discuss how I can elevate your cybersecurity defenses. Regards, Jayson
$50 USD in 14 days
0.0
0.0

You Dream It. We Do It. You Own It. This sounds like something I'd love to work on. I understand the need for Python-based AI in cybersecurity, leveraging the CTU-13 dataset for rapid threat detection. I have successfully delivered similar work here on freelancer.com and have done many other projects off site. With expertise in machine learning, cybersecurity, strong Python skills, and extensive experience in reporting and data visualization. I would love to chat more about your project! The worst that can happen is you walk away with a free consultation. Regards, Marcel
$25 USD in 30 days
0.0
0.0

I am a perfect fit for your project, using the CTU-13 dataset to develop an AI-based cybersecurity project. I can detect abnormal behavior and potential threats in your network swiftly. While I am new to Freelancer, I have extensive experience and have completed various projects off-site. I specialize in machine learning, cybersecurity, Python, robust reporting, and data visualization. I would love to chat more about your project! Regards, Dwayne
$50 USD in 14 days
0.0
0.0

Your project really caught my eye, it’s exactly the kind of work I enjoy and have successfully done before. I understand the importance of utilizing the CTU-13 dataset for developing an AI-based cybersecurity project that swiftly detects anomalies and potential threats in network traffic. I’m confident I can deliver precisely what you're looking for. With expertise in machine learning, cybersecurity, strong Python skills, and experience in reporting and data visualization, I focus on seamless communication and reliable delivery. Can you please clarify if you have specific preferences for the interactive web interface using Streamlit? I would love to chat more about your project! Regards, Kegan - SyncBase
$50 USD in 7 days
0.0
0.0

Hello, I have extensive experience in machine learning–based cybersecurity solutions and network traffic analysis. Working with the CTU-13 dataset, I can deliver a professional Python-based solution that detects abnormal network behavior and potential threats. The project will include complete data preprocessing, model development and training, and a comprehensive PDF report containing the list of detected threats, anomaly timelines, and detailed network traffic statistics. I will also provide rich visualizations with graphs and tables for clear insights. If required, I can develop an interactive Streamlit web interface for real-time analysis. The code will be clean, modular, and easily customizable for future datasets. I guarantee fast delivery and high-quality results. Best regards, Sumair Irshad Data Scientist | AI & Cybersecurity Specialist
$30 USD in 40 days
0.0
0.0

As an accomplished AI Engineer with a solid background in machine learning and cybersecurity, I'm genuinely excited about your project. I've spent 8 years leveraging Python to develop ML-based solutions that precisely solve the problem you're tackling. My experiences include designing pipelines, streamlining training and inference processes, and deploying ML models in secure environments – Skills that align perfectly with your project's technical requirements. Moreover, I instinctively understand your need for comprehensive reporting and data visualization, having built numerous systems that transformed complex data into intuitive visualizations like charts and tables - making information digestible to diverse audiences. Additionally, my AWS expertise guarantees a streamlined integration of all this into Streamlit, granting you an interactive web interface to help monitor your network security. Lastly, my experience working in high-volume sectors such as fintech, healthcare, and retail offers unique insights into efficient and cost-effective system...
$38 USD in 40 days
0.0
0.0

I can provide you with red and blue team services. I can work with my team or with you personally. My team includes software developers, cybersecurity specialists, and individuals with prior experience in the defense industry. We have completed national, corporate, and individual projects. We may be new to this platform, but we have completed numerous projects remotely and in-situ in Türkiye.
$25 USD in 40 days
0.0
0.0

Kocaeli, Turkey
Member since Aug 14, 2025
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₹12500-37500 INR