AI in Cybersecurity

AI in Cybersecurity (Intelligent Systems Reference Library)
ISBN-10 书号: 3319988417
ISBN-13 书号: 9783319988412
Edition 版本: 1st ed. 2019
Publisher Finelybook 出版日期: 2018-09-18
Pages: 205 pages

Book Description
This book presents a collection of state-of-the-art AI approaches to cybersecurity and cyberthreat intelligence,offering strategic defense mechanisms for malware,addressing cybercrime,and assessing vulnerabilities to yield proactive rather than reactive countermeasures. The current variety and scope of cybersecurity threats far exceed the capabilities of even the most skilled security professionals. In addition,analyzing yesterday’s security incidents no longer enables experts to predict and prevent tomorrow’s attacks,which necessitates approaches that go far beyond identifying known threats.
Nevertheless,there are promising avenues: complex behavior matching can isolate threats based on the actions taken,while machine learning can help detect anomalies,prevent malware infections,discover signs of illicit activities,and protect assets from hackers. In turn,knowledge representation enables automated reasoning over network data,helping achieve cybersituational awareness. Bringing together contributions by high-caliber experts,this book suggests new research directions in this critical and rapidly growing field.

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