{"product_id":"malware-data-science-attack-detection-and-attribution-9781593278595","title":"Malware Data Science: Attack Detection and Attribution","description":"\u003cb\u003e\u003ci\u003eMalware Data Science\u003c\/i\u003e explains how to identify, analyze, and classify large-scale malware using machine learning and data visualization.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eSecurity has become a \"big data\" problem. The growth rate of malware has accelerated to tens of millions of new files per year while our networks generate an ever-larger flood of security-relevant data each day. In order to defend against these advanced attacks, you'll need to know how to think like a data scientist. \u003cp\u003e\u003c\/p\u003eIn \u003ci\u003eMalware Data Science\u003c\/i\u003e, security data scientist Joshua Saxe introduces machine learning, statistics, social network analysis, and data visualization, and shows you how to apply these methods to malware detection and analysis. \u003cp\u003e\u003c\/p\u003eYou'll learn how to: \u003cbr\u003e- Analyze malware using static analysis\u003cbr\u003e- Observe malware behavior using dynamic analysis\u003cbr\u003e- Identify adversary groups through shared code analysis\u003cbr\u003e- Catch 0-day vulnerabilities by building your own machine learning detector\u003cbr\u003e- Measure malware detector accuracy\u003cbr\u003e- Identify malware campaigns, trends, and relationships through data visualization \u003cp\u003e\u003c\/p\u003eWhether you're a malware analyst looking to add skills to your existing arsenal, or a data scientist interested in attack detection and threat intelligence, \u003ci\u003eMalware Data Science\u003c\/i\u003e will help you stay ahead of the curve.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e No Starch Press\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/25\/2018\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781593278595\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 272\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.30lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.80h x 7.00w x 0.70d","brand":"Joshua Saxe, Hillary Sanders","offers":[{"title":"Default Title","offer_id":44174157021365,"sku":"9781593278595","price":50.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_7a06621e-d0b6-4b72-aa49-f3b5a0ed4204.jpg?v=1716301176","url":"https:\/\/pastforward.org\/products\/malware-data-science-attack-detection-and-attribution-9781593278595","provider":"Past Forward","version":"1.0","type":"link"}