Cybersecurity Guide: Hackers and Defenders Harness Design and Machine Learning
Cybersecurity Guide: HACKERS AND DEFENDERS HARNESS DESIGN AND MACHINE LEARNING CYBERSECURITY GUIDE: HACKERS AND DEFENDERS HARNESS DESIGN AND MACHINE LEARNING TABLE OF CONTENTS 3 INTRODUCTION 4 SECTION 1 THE SITUATION REPORT 9 SECTION 2 THINK LIKE DA VINCI: MORE ART IS NEEDED IN THE SCIENCE OF CYBERSECURITY 16 SECTION 3 THROUGH THE LOOKING GLASS: MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE 21 ENDNOTES PAGE 2 CYBERSECURITY GUIDE: HACKERS AND DEFENDERS HARNESS DESIGN AND MACHINE LEARNING Across the globe, lives and livelihoods are increasingly For information-security professionals, successfully moving online, physical and digital worlds are beginning to defending against the fire hose of now-nonstop online overlap, and digital currencies with no real-world equivalent attacks are both the stuff of nightmares and the reason to can buy real-world goods and services. Artificial intelligence get out of bed in the morning. Who’s winning — the is powering autonomous vehicle decision-making,1 finding attackers or the defenders? new drug candidates2 daily and personalizing lessons3 to help students learn. At the same time, doctors are Given the daily drumbeat of successful intrusions that often performing life-saving surgeries on the other side of the cripple companies’ operations and erase millions of dollars in globe via the internet4 and robot proxies while networked stock value,5 it’s hard to tell. sensors shake up industries from power generation to public transit. Every year, the list of industries being disrupted by To bring the current and future landscape of cybersecurity sensors, smart machines, and microprocessors expand. into focus, HP conferred with leading experts in the field to create this comprehensive, up-to-date guide.
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