Data-Driven Security: Analysis, Visualization and Dashboards

By Jay Jacobs, Bob Rudis

Uncover hidden styles of knowledge and reply with countermeasures

Security execs desire all of the instruments at their disposal to extend their visibility so that it will hinder safety breaches and assaults. This cautious consultant explores of the main strong ? info research and visualization. you will soon know the way to harness and wield facts, from assortment and garage to administration and research in addition to visualization and presentation. utilizing a hands-on technique with real-world examples, this ebook exhibits you the way to collect suggestions, degree the effectiveness of your defense equipment, and make higher decisions.

Everything during this ebook may have useful program for info defense professionals.

  • Helps IT and defense pros comprehend and use info, to allow them to thwart assaults and comprehend and visualize vulnerabilities of their networks
  • Includes greater than a dozen real-world examples and hands-on routines that display the way to research safeguard information and intelligence and translate that details into visualizations that make undeniable tips to hinder attacks
  • Covers issues resembling tips to gather and get ready defense info, use uncomplicated statistical how you can realize malware, expect rogue habit, correlate protection occasions, and more
  • Written via a group of famous specialists within the box of safeguard and information analysis

Lock down your networks, hinder hacks, and thwart malware by way of enhancing visibility into the surroundings, throughout the ability of information and Security utilizing information research, Visualization, and Dashboards.

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17 Exploratory facts research. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18 precis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18 instructed examining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 $IBQUFS t #VJMEJOH:PVS"OBMZUJDT5PPMCPY"1SJNFSPO 6TJOH3BOE1ZUIPOGPS4FDVSJUZ"OBMZTJT . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21 Why Python? Why R? And Why Both?. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 Why Python? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23 Why R? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23 Why Both?. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24 Jumpstarting Your Python Analytics with cover. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24 knowing the Python facts research and Visualization atmosphere . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25 constructing Your R setting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29 Introducing info Frames . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33 Organizing Analyses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 precis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37 suggested analyzing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38 $IBQUFS t -FBSOJOHUIFi)FMMP8PSMEwPG4FDVSJUZ%BUB"OBMZTJT. . . . . . . . . . . . . . . . . . . . . 39 fixing an issue. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . forty Getting facts. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . forty-one studying In info . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . forty three Exploring info . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . forty seven ftoc. indd 6:26:46:PM/01/08/2014 web page ix x CONTENTS Homing In on a query . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . fifty eight precis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 70 instructed analyzing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 70 $IBQUFS t 1FSGPSNJOH&YQMPSBUPSZ4FDVSJUZ%BUB"OBMZTJT . . . . . . . . . . . . . . . . . . . . . . . . . . seventy one Dissecting the IP handle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . seventy three Representing IP Addresses. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . seventy three Segmenting and Grouping IP Addresses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . seventy five finding IP Addresses . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . seventy seven Augmenting IP handle info . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . eighty Association/Correlation, Causation, and safeguard Operations heart Analysts long gone Rogue . . . . .

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