AI/ML Model for Cyber Security Monitoring

I am AI/ML developer and have excellent experience in Unsupervised and supervised Learning models for Cyber Security. I am pretty sure that I can develop a model capable of detecting and correlating lateral movements and anomalies in cyber security sourced from Wazuh cluster. Further details and cost can be discussed.

I understand the importance of enhancing security measures through intelligent AI/ML models in cyber security monitoring. The client's need for an expert to develop an Unsupervised and supervised Learning model to detect unauthorized access attempts, unusual network traffic patterns, and suspicious user behavior aligns perfectly with my experience. I have successfully worked on similar projects in cyber security monitoring, implementing real-time analysis, batch processing, and detecting various types of anomalies using AI/ML models. In addition to my experience in this specific category, I have a proven track record in developing innovative solutions for fintech, eCommerce, and blockchain projects. My expertise in building scalable and feature-rich solutions, as well as my proficiency in working with diverse technologies, positions me as a reliable candidate for this project. So, if you're looking for a developer to help you create an intelligent AI/ML model for cyber security monitoring, feel free to contact me. Let’s schedule a brief meeting to discuss your project requirements in more detail and get started on delivering the results you need.

Hello, I understand the project requirements for developing an AI/ML model for Cyber Security Monitoring. The goal is to create an Unsupervised and Supervised Learning model to detect unauthorized access attempts, unusual network traffic patterns, and suspicious user behavior. The model will utilize data from a Wazuh cluster integrating Suricata Network IDS, OpenSearch, Graylog, and Wazuh. Key requirements include real-time analysis, batch processing, expertise in Unsupervised Learning, prior experience in cyber security monitoring, and skill in anomaly detection. My approach will involve leveraging AI/ML techniques to enhance security measures and detect various anomalies effectively.

Hello Kevin L., ✅I will show you my recent projects related to real-time and batch anomaly detection tailored to cybersecurity using AI & Machine Learning. So it's surety for you to get perfect solutions from my side. If you want demo-type things or initial work for your project, then I will show you, and after that, we will finalize our project deal and payment milestones. ✅We have expertise in learn normal patterns and detect deviations to isolate anomalies effectively using unsupervised learning as Clustering (e.g., DBSCAN, K-Means) that Detect unusual traffic patterns and Identify unexpected lateral movement across network nodes. The Classify known attack patterns (based on prior labeled incidents) for Flag unauthorized access attempts using Supervised Learning and Deep Learning. ✅Stream live data from Suricata (Network IDS) using OpenSearch and Ingest logs and events from Graylog and WazuhPull data from Wazuh and Graylog for periodic anomaly detection use distributed frameworks for Extract features like session lengths, request frequency, and traffic destinations. ➡️I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. We have 16+ years of experience in software development. We have developed over 600 projects and research papers in the fields of NLP, machine learning, artificial intelligence, networking and SEO-based web and mobile apps.

Hi there, Good evening I am Talha. I have read you project details i saw you need help with Machine Learning (ML) and Artificial Intelligence I am excited to submit my proposal for your project, which focuses on a comprehensive project plan. To begin, we will thoroughly understand your project's objectives and requirements, ensuring alignment on scope and goals. We will provide a clear and realistic project timeline with manageable milestones to ensure timely completion Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Could you please share any available detailed documentation? I'm also open to further discussions to explore specific aspects of the project. Thanks Regards. Talha Ramzan

Hello I am a senior database and software programmer working almost more than 20 years. I have worked on many software platforms including JAVA, J2EE, PHP ,Asp.NET, python, Django, STATA, SPSS, FORTRAN, PASCAL,DELPHI, COBOL etc. For last five years or so , I am working on Machine Learning and Artificial Intelligence. Regarding to your assignment I like to add that I have got training on Certified Information Systems Security Prof(CISSP) and written some useful supervised , unsupervised , deep learning solutions to identify patterns. I also have developed solutions for various types of anomalies in different datasets. I have used python libraries like NumPy, Pandas, scikit learning, matplotlib etc. to develop models specially for detection of frauds according to their needs. I like to know the type of dataset derived from your Wazuh cluster. Then I will be able to develop and implement both real-time analysis and batch processing solutions. I know that your dataset will not be marked label wise, so I have to apply unsupervised learning on your datasets. I will also be able to detect unauthorized access attempts, unusual network traffic patterns ,suspicious user behavior. With my long experience and applying complex logic I assure you of quality job. Hope to have a fruitful meeting with you. Regards A. B. M. JAMIL

Selamat Pagi I am committed to delivering a high-quality product within the agreed-upon timeframe and maintaining open and transparent communication throughout the project. I will provide regular updates and actively seek your feedback to ensure the model aligns with your expectations. Giáp Văn Hưng

Dear Kevin L., I am excited about the opportunity to contribute to your project by developing an advanced AI/ML model for cyber security monitoring. With expertise in Artificial Intelligence and Machine Learning, I am well-equipped to implement both real-time analysis and batch processing, detect unauthorized access attempts, unusual network traffic patterns, and suspicious user behavior. My experience in cyber security monitoring and anomaly detection will be instrumental in creating a powerful and intelligent solution for your needs. I look forward to collaborating with you to enhance your security measures through the integration of advanced AI capabilities. Best regards,

Hi, Your need for an expert to develop an Unsupervised and Supervised Learning model aimed at enhancing cyber security is clearly stated. This model will be pivotal in identifying unauthorized access, unusual network traffic and suspicious user behaviors. I'm curious, do you have a specific timeline for this project or any specific technology preference? Also, do you have any unique anomalies you want the model to detect? My team and I are ready to start immediately on this project. We bring to the table 22 years of intensive IT experience, with a particular focus on cyber security and machine learning models. We are excited at the prospect of implementing both real-time analysis and batch processing, working with various data from your Wazuh cluster, and using our expertise in detecting diverse types of anomalies. Please feel free to ask any further questions or arrange a call to discuss this project in more detail. Best Regards, Rohit.

Having spent years working in various IT roles, including a focus on full stack development with technology such as React and JavaScript frameworks, I have acquired a wide range of skills that make me an ideal fit for this project. Notably, my recent attentiveness to blockchain technology has given me key insights into decentralized applications and smart contracts which is directly relevant to optimizing security in technology. Although I have not worked specifically on developing AI/ML models for cyber security, I have proficient experience working with Unsupervised Learning models and analyzing anomalies – both essential requirements for this project. Moreover, my ability to handle real-time analyses and batch processing will prove invaluable in the development of an AI/ML model capable of detecting unauthorized access attempts, unusual network patterns, and suspicious behavior. I understand that the dependability of this model is crucial for your organization's security measures. My commitment to perfection and ability to collaborate effectively in fast-paced environments makes me well-suited to meet the challenges posed by the evolving nature of cybersecurity threats. Let's join forces to ensure your system not only remains secure but also proactively detects malicious activities before they cause any harm.

With a proven track record of delivering successful ML solutions and a deep understanding of cyber security, my team and I are well-equipped to craft an AI model that addresses your specific needs. Our experience in handling complex Unsupervised Learning models ensures we can effectively deal with the massive data influx from your Wazuh cluster, empowering us to identify unauthorized access attempts, unusual network traffic patterns, and suspicious user behavior - bolstering your security measures. Our proficiency in real-time analysis and batch processing will ensure your model functions efficiently without compromising data quality. Building upon our past successes, we'll factor in the unique nuances of your organization's IT infrastructure to precisely detect various anomalies and elevate your cyber threat monitoring capabilities. Choose us for this crucial project and I guarantee you'll benefit from our team's meticulous approach, 100% client satisfaction rate, as well as our strong focus on milestone-based development to ensure efficient, timely and robust deliverables.