{"product_id":"data-engineering-for-cybersecurity-isbn-9781718504028","title":"Data Engineering for Cybersecurity","description":"\u003cb\u003eTurn raw logs into real intelligence.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eSecurity teams rely on telemetry—the continuous stream of logs, events, metrics, and signals that reveal what’s happening across systems, endpoints, and cloud services. But that data doesn’t organize itself. It has to be collected, normalized, enriched, and secured before it becomes useful. That’s where data engineering comes in.\u003cbr\u003e\u003cbr\u003eIn this hands-on guide, cybersecurity engineer James Bonifield teaches you how to design and build scalable, secure data pipelines using free, open source tools such as Filebeat, Logstash, Redis, Kafka, and Elasticsearch and more. You’ll learn how to collect telemetry from Windows including Sysmon and PowerShell events, Linux files and syslog, and streaming data from network and security appliances. You’ll then transform it into structured formats, secure it in transit, and automate your deployments using Ansible.\u003cbr\u003e\u003cbr\u003eYou’ll also learn how to:\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eEncrypt and secure data in transit using TLS and SSH\u003c\/li\u003e\n\u003cli\u003eCentrally manage code and configuration files using Git\u003c\/li\u003e\n\u003cli\u003eTransform messy logs into structured events\u003c\/li\u003e\n\u003cli\u003eEnrich data with threat intelligence using Redis and Memcached\u003c\/li\u003e\n\u003cli\u003eStream and centralize data at scale with Kafka\u003c\/li\u003e\n\u003cli\u003eAutomate with Ansible for repeatable deployments\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eWhether you’re building a pipeline on a tight budget or deploying an enterprise-scale system, this book shows you how to centralize your security data, support real-time detection, and lay the groundwork for incident response and long-term forensics.Acknowledgments\u003cbr\u003eIntroduction\u003cbr\u003e\u003cbr\u003ePart I: Foundations of Secure Data Engineering\u003cbr\u003eChapter 1: Data Engineering Basics\u003cbr\u003eChapter 2: Network Encryption\u003cbr\u003eChapter 3: Source and Configuration Management\u003cbr\u003e\u003cbr\u003ePart II: Log Extraction and Management\u003cbr\u003eChapter 4: Endpoint and Network Data\u003cbr\u003eChapter 5: Windows Logs\u003cbr\u003eChapter 6: Integrating and Storing Data\u003cbr\u003eChapter 7: Working with Syslog Data\u003cbr\u003e\u003cbr\u003ePart III: Data Transformation and Standardization\u003cbr\u003eChapter 8: Data Manipulation Pipelines\u003cbr\u003eChapter 9: Transformation Filters\u003cbr\u003e\u003cbr\u003ePart IV: Data Centralization, Automation, and Enrichment\u003cbr\u003eChapter 10: Centralizing Security Data\u003cbr\u003eChapter 11: Automating Tool Configurations\u003cbr\u003eChapter 12: Ansible Tasks and Playbooks\u003cbr\u003eChapter 13: Caching Threat Intelligence Data\u003cbr\u003e\u003cbr\u003eIndex\u003cb\u003eJames Bonifield\u003c\/b\u003e has over a decade of experience analyzing malicious activity, implementing data pipelines, and training others in the security industry. He has built enterprise-scale log solutions, automated detection workflows, and led analyst teams investigating major cyber threat actors. Bonifield holds numerous certifications and enjoys spending time with his family, traveling, and tinkering with all things security and Python related.","brand":"No Starch Press","offers":[{"title":"Default Title","offer_id":48233070362853,"sku":"NP9781718504028","price":49.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9781718504028.jpg?v=1767724743","url":"https:\/\/k12savings.com\/es\/products\/data-engineering-for-cybersecurity-isbn-9781718504028","provider":"K12savings","version":"1.0","type":"link"}