{"product_id":"network-security-through-data-analysis-from-data-to-action-9781491962848","title":"Network Security Through Data Analysis: From Data to Action","description":"\u003cp\u003e • Author(s): Michael Collins\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Security - Network Security\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eTraditional intrusion detection and logfile analysis are no longer enough to protect today's complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You'll understand how your network is used, and what actions are necessary to harden and defend the systems within it. \u003c\/p\u003e\u003cp\u003e In three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. New chapters focus on active monitoring and traffic manipulation, insider threat detection, data mining, regression and machine learning, and other topics. \u003c\/p\u003e\u003cp\u003e You'll learn how to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eUse sensors to collect network, service, host, and active domain data \u003c\/li\u003e\n\u003cli\u003eWork with the SiLK toolset, Python, and other tools and techniques for manipulating data you collect \u003c\/li\u003e\n\u003cli\u003eDetect unusual phenomena through exploratory data analysis (EDA), using visualization and mathematical techniques \u003c\/li\u003e\n\u003cli\u003eAnalyze text data, traffic behavior, and communications mistakes \u003c\/li\u003e\n\u003cli\u003eIdentify significant structures in your network with graph analysis \u003c\/li\u003e\n\u003cli\u003eExamine insider threat data and acquire threat intelligence \u003c\/li\u003e\n\u003cli\u003eMap your network and identify significant hosts within it \u003c\/li\u003e\n\u003cli\u003eWork with operations to develop defenses and analysis techniques \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45131389370519,"sku":"9781491962848","price":3642.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491962848.webp?v=1767102427","url":"https:\/\/atlanticbooks.com\/products\/network-security-through-data-analysis-from-data-to-action-9781491962848","provider":"Atlantic Books","version":"1.0","type":"link"}