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I’m building an AI-driven security engine that runs natively on Windows machines and reacts the moment trouble appears. The system must: • Monitor system activity continuously, recognise suspicious behaviour in real time and decide when the risk is high enough to act. • Quarantine the affected host, process or file instantly to stop spread. • Send a concise email alert (JSON or human-readable—your call) the second an event is confirmed so administrators can jump in. • Block the malicious activity or connection path automatically, then keep watching to confirm the block held. Model choice, training data and architecture are up to you as long as the end product meets these goals, installs cleanly on Windows 10/11 and Windows Server, and produces near-zero false positives after tuning. Deliverables 1. Source code (Python, C#, Go or another mainstream language) with clear build instructions. 2. Trained model or ruleset plus a plan for continuous learning. 3. Installer or script that deploys the agent/service on Windows. 4. Admin guide covering configuration, email alert format and response workflow. 5. Demo session showing the system detect, isolate and alert on at least two live threat scenarios. If you’ve previously worked with frameworks such as TensorFlow, PyTorch, scikit-learn, Microsoft [login to view URL] or similar for cybersecurity, let me know. Proven experience integrating low-latency detection with Windows internals (ETW, Sysmon, Powershell logging, WinAPI hooks, etc.) will stand out. The sooner we can get a stable prototype running, the better—feel free to outline milestones for data gathering, model training and on-box testing when you respond.
Project ID: 39717189
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46 freelancers are bidding on average $188 USD for this job

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards.
$140 USD in 7 days
7.2
7.2

My expertise in developing real-time threat detection systems using machine learning algorithms and native Windows APIs is perfectly aligned with your project. A recent project involved building a similar engine leveraging TensorFlow Lite for efficient on-device inference and achieving sub-second threat identification; key performance indicators exceeding client expectations. My approach will focus on developing a robust, lightweight engine using TensorFlow Lite for optimal performance within the Windows environment. This will involve data preprocessing, model training with suitable algorithms (e.g., LSTM, CNN), integration with Windows security APIs for context-aware detection, and rigorous testing with simulated and real-world threats. Post-deployment monitoring and continuous improvement through retraining are also integral. Let's discuss this further! Could you share more details about the specific threat vectors you're prioritizing, allowing me to tailor the model's training data and significantly improve accuracy?
$197.83 USD in 21 days
5.2
5.2

Hello, I have +7 years of experience dealing with AI Projects and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day
$140 USD in 7 days
5.1
5.1

Hi there, I'm Ahmed Hassan, a Senior Full-Stack Engineer based in California with over 15 years of hands-on experience in web and mobile application development. After reviewing your job posting, I’m confident that my background aligns closely with your project requirements and enough qualified for your project - Real-Time AI Threat Detection. I’ve successfully delivered SIMILAR projects in previous roles—both as a senior developer and project manager—ensuring secure, scalable, and user-friendly systems tailored to business goals. I’d love the opportunity to discuss how I can contribute to your project’s success. Looking forward to connecting. Best regards, Ahmed Hassan
$100 USD in 3 days
4.8
4.8

Hi Nada . I reviewed your project "Real-Time AI Threat Detection" It’s a great fit for my expertise. I can deliver a fast, secure, and user-friendly solution within your desired timeline at a reasonable price. With 500+ completed projects and a 4.9★ Top-Rated profile, I guarantee you’ll get high-quality results that meet your expectations. ★ Why Clients Choose Me • Proven Track Record → 400+ reviews, 500+ projects • Web Expertise → WordPress, Shopify, wix, Laravel, React, Vue.js, PHP, Python and more • E-commerce & SEO → Store setup, payments, on-page SEO, performance boost • UI/UX Design → Modern, responsive, conversion-focused • On-Time & On-Budget → 96% timely, 97% within cost • Reliable Support → Free 1-month help + long-term maintenance • Secure Solutions → Backups, security & optimization ◆ Risk-Free Guarantee → No upfront payment. Pay only when satisfied, with full money-back assurance. If you want a professional developer who delivers on time, on budget, and stress-free, let’s connect. I’ll turn your vision into a secure, rapid, and growth-focused digital experience. Best regards, Kausar Parveen
$180 USD in 3 days
4.9
4.9

EXPERT in(Computer Vision and Real-time Object Detection, Counting and Tracking) Hi, how are you? I checked your detail carefully. I’ve completed the real-time people detection, counting and tracking projects before successfully. Before, using python and YOLOv8, I completed @@Pool Drowning Detection System Implementation@@ project and so on. You can check my works history on my portfolio. I am sure this field and I will do my best. I always thought "It is your job, it is also my job". Awarding me will be the fastest way to complete your task with the best rates possible. THANK YOU.
$140 USD in 7 days
4.8
4.8

I work in python mainly. I also work with javascript/reactjs for frontend I have good knowledge of database, cloud deployment and docker containarization of apps. I worked with creating chat bots using chatgpt using rag pipeline I would like to work on this project. Lets discuss more on this project
$140 USD in 7 days
4.9
4.9

Hello, with a proven formula for success in Python and cybersecurity, I am very confident to deliver excellent results for your project. I understand your project goals that is about developing an AI driven security engine that will run natively on Windows machines and reacts the moment trouble appears and would be interested to have a chat with you about how I can utilize my skills to help you in achieving the goals in the easiest way so you can better understand the project functioning. I am fully available and ready to start working on this project asap so your prompt response will be highly appreciated. Looking forward to your response, Fahad
$80 USD in 1 day
4.7
4.7

Hi There!!! I have studied your project description very well about building a real-time AI-driven threat detection system for Windows that monitors activity, quarantines threats, sends alerts, and blocks malicious actions automatically. I am best fit for this project because of my deep experience in machine learning integration with Windows internals for security applications. * Developing AI models with TensorFlow and PyTorch for real-time threat detection * Implementing Windows monitoring using ETW, Sysmon, and PowerShell logging * Creating reliable alerting and quarantine mechanisms with near-zero false positives I provide design, database management, thorough testing, and full source code delivery at project end, plus deployment scripts to make installation smooth. With 9+ years experience in security software and AI, I have worked on similar cybersecurity projects that involve low-latency detection and automated response. Looking forward to chat with you for make a deal Best Regards Elisha Mariam!
$181 USD in 21 days
4.6
4.6

This is exactly the kind of work I love doing. Recognizing suspicious behavior in real-time, Quarantining affected hosts instantly, and Blocking malicious activity automatically align perfectly with my expertise. I leverage TensorFlow and scikit-learn for AI-driven solutions, with a strong background in Windows internals like ETW and Sysmon. I've successfully delivered similar projects off-platform and am keen to bring this security engine to life efficiently. I'm happy to offer insight even if you don't go with me. Regards, Anne S.
$200 USD in 5 days
4.2
4.2

Hi there, How u doing? I have came across ur project and i believe i can help u with it as i have great working experience in Python, Powershell, Windows Server, C# Programming, Machine Learning (ML) and CUDA. Please have a look at my portfolio to see reviews and more: https://www.freelancer.com/u/ayesha0124 I am available 9am-9pm EST. Regards,
$250 USD in 8 days
3.9
3.9

Hi, I have experience in building AI-driven security solutions, particularly in integrating low-latency detection with Windows internals (ETW, Sysmon, Powershell logging, WinAPI hooks, etc.). I am confident that I can develop the AI security engine you're looking for, which monitors system activity, detects threats in real-time, isolates the affected elements, and provides email alerts for administrators.. Milestones: Week 1-2: Data gathering, setting up monitoring, and preparing training datasets. Week 3-4: Model training and developing the core detection system. Week 5-6: Integration with Windows internals (Sysmon/ETW), quarantine mechanisms, and email alert system. Week 7: On-box testing and fine-tuning the detection model to minimize false positives. Week 8: Final demo, delivery of source code, installer, and admin guide. Relevant Experience: I have worked with AI-driven security tools and integrated them with Windows internals, focusing on real-time detection, low-latency response, and system protection. I’ve successfully implemented similar systems, reducing false positives and enhancing system security. Looking forward to discussing how I can contribute to your project! Best regards, Fahad
$140 USD in 3 days
4.1
4.1

As an experienced Senior Full-Stack Developer with a decade-long expertise, I possess the necessary skills and knowledge for your Real-Time AI Threat Detection project. Although my profile does not explicitly highlight my involvement in cybersecurity, I have a solid foundation with Python and C# Programming. Moreover, I have a knack for quickly mastering new frameworks such as TensorFlow, PyTorch and more. My broad understanding of backend development will also prove valuable in this project as it requires integrating low-latency detection with Windows internals including ETW, Sysmon, Powershell logging, WinAPI hooks, et al. It's worth mentioning that I have had significant exposure to Windows operating systems while deploying my software solutions and creating robust APIs. In addition to delivering working codes and providing clear build instructions, I guarantee a comprehensive admin guide covering all the specifications required by the project. Furthermore, I take immense pride in precise documentation which is crucial for your project’s future upkeep. My solution-oriented approach aligns seamlessly with the milestone-driven strategy you’ve outlined and I assure you of delivering nothing but high-quality work within stipulated timeframes. Join hands with me for an inventive blend between AI-powered threat detection and top-tier technological implementation!
$150 USD in 5 days
3.4
3.4

Hello there. Nada ., Good afternoon I’ve carefully checked your requirements and really interested in this job. I’m full stack node.js developer working at large-scale apps as a lead developer with U.S. and European teams. I’m offering best quality and highest performance at lowest price. I can complete your project on time and your will experience great satisfaction with me. I’m well versed in React/Redux, Angular JS, Vue, TypeScript, Node JS, Ruby on Rails, django, .net, html/css as well as javascript, jquery, web3, and solidity. I have rich experienced in C# Programming, CUDA, Windows Server, Python, Machine Learning (ML) and Powershell. For more information about me, please refer to my portfolios. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details.. Hope to hear from you soon Angel
$30 USD in 7 days
3.7
3.7

Hi Nada ., I’ve reviewed your job posting and see that you’re looking for someone skilled in Powershell, Windows Server, Python, C# Programming, Machine Learning (ML) and CUDA—this aligns perfectly with my experience and expertise. I’d be happy to assist you with this project and ensure high-quality results that meet (or exceed) expectations. Before we proceed, I’d appreciate a bit more clarity on a few points: Are there any additional requirements not mentioned in the job post? Has any work been done on the project, or will we be starting from scratch? What is your expected timeline for completion? Why Partner with Me? I have successfully completed over 250 major projects across various industries. Over the past 5–6 years, I have maintained a spotless track record with no negative feedback. My most recent 100+ major projects all received 5-star ratings, reflecting high client satisfaction. I work full-time as a freelancer and am available daily from 9 AM to 9 PM EST. Due to confidentiality agreements, I’ll share relevant examples of my recent work in a private message. Looking forward to discussing your project in more detail. Best regards, Ahmed
$30 USD in 1 day
3.4
3.4

HI, Nada . I just checked job description that I’m building an AI-driven security engine that runs natively on Windows machines and reacts the moment trouble appears I'm a specialist in Artificial intelligence agent development with 5+ years of experience in tenforflow, pytorch, keras, opencv, nvidia, etc. I have read your requirement in the description carefully and have understood them. I have experience with developing many projects like palmprint recognition, face recognition, financial prediction, VR, segmentation, tflite in past. I can assure you that you will get your project delivered in a timely and quality manner. I will give my best to get positive feedback and a 5-star rating for this project from you. Looking forward to hearing from you. Thanks. Best Regards
$155 USD in 1 day
2.4
2.4

Hello, I’d be excited to support your project with my 7+ years of experience as a Full Stack Engineer specializing in AI and Computer Vision. Over the years, I’ve delivered multiple end-to-end ML solutions, ensuring both high accuracy and seamless system integration. My Approach Data & Model Development – Build and train custom models using PyTorch/TensorFlow to accurately detect threats and behaviors, optimized for low-latency environments. System Integration – Ensure the model runs efficiently within your infrastructure by leveraging best practices in Windows internals (ETW, Sysmon, WinAPI hooks, PowerShell logging, etc.). Deployment & Testing – Package the solution for stable on-box testing, validate detection accuracy, and fine-tune sensitivity to reduce false positives. Continuous Improvement – Design the system to easily adapt to new threat patterns, using cloud platforms like AWS, Azure, and GCP for updates and retraining. Why Me Proven background in AI + ML with strong expertise in Computer Vision. Deep understanding of low-latency detection strategies in real-world systems. Hands-on experience in cybersecurity contexts, ensuring reliable and scalable delivery. Commitment to producing clean, well-documented, reproducible code for long-term use. Looking forward to discussing the details and next steps! Best regards, William.
$140 USD in 3 days
2.5
2.5

Hi Nada, I was excited to come across your project on building an AI-driven security engine for Windows machines. I understand the importance of real-time monitoring and quick responses to security threats, which aligns perfectly with your core requirements. I am Abdul Haseeb Siddiqui, a professional with over 6 years of experience in developing AI solutions, particularly in Python and C#. I have extensive knowledge of machine learning frameworks such as TensorFlow and PyTorch and can seamlessly integrate detection mechanisms with Windows internals. I am confident in delivering the required source code, a trained model, and an easy-to-use installer as outlined in your project description. For a better insight into my previous work, please have a look at my portfolio: https://www.freelancer.com/u/haseebsidd07 I look forward to discussing how we can achieve your goals effectively and promptly. Thanks, Regards, abdulhaseebsiddiqui
$30 USD in 7 days
1.8
1.8

Hello, I have reviewed your project to create an AI-driven security engine for Windows. This is a complex and highly specialized task that involves deep system-level integration and real-time anomaly detection, which aligns with my expertise in both cybersecurity and machine learning. I can develop the core components, from the system activity monitor that collects data to the AI model that analyzes it in real time, and the response module that takes action by quarantining threats and sending alerts. QUERIES 1) For the AI model, what is the source for the training data? Will you provide a labeled dataset of malicious and benign system activities, or is the initial phase to establish a baseline of 'normal' behavior? 2) What specific system activities are the highest priority for monitoring (e.g., process creation, file I/O, network connections, registry modifications)? 3) Regarding the response actions, what are the preferred mechanisms for 'quarantining' a host or 'blocking' a connection? For example, should it involve disabling a network adapter, adding a firewall rule, or terminating a process? 4) Do you want me to deliver you the code and installation scripts, or will I be responsible for setting it up on a test environment as a proof of concept? Thanks, Nivedita
$140 USD in 7 days
1.6
1.6

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
$30 USD in 1 day
1.1
1.1

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