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portada Data Science in Cybersecurity and Cyberthreat Intelligence
Type
Physical Book
Publisher
Author
Language
English
Pages
129
Format
Paperback
Dimensions
23.4x15.6x0.8 cm
Weight
0.21 kg.
ISBN13
9783030387907
Categories

Data Science in Cybersecurity and Cyberthreat Intelligence

Sikos, Leslie F. ; Choo, Kim-Kwang Raymond (Author) · Springer · Paperback

Data Science in Cybersecurity and Cyberthreat Intelligence - Sikos, Leslie F. ; Choo, Kim-Kwang Raymond

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Synopsis "Data Science in Cybersecurity and Cyberthreat Intelligence"

This book presents a collection of state-of-the-art approaches to utilizing machine learning, formal knowledge bases and rule sets, and semantic reasoning to detect attacks on communication networks, including IoT infrastructures, to automate malicious code detection, to efficiently predict cyberattacks in enterprises, to identify malicious URLs and DGA-generated domain names, and to improve the security of mHealth wearables. This book details how analyzing the likelihood of vulnerability exploitation using machine learning classifiers can offer an alternative to traditional penetration testing solutions. In addition, the book describes a range of techniques that support data aggregation and data fusion to automate data-driven analytics in cyberthreat intelligence, allowing complex and previously unknown cyberthreats to be identified and classified, and countermeasures to be incorporated in novel incident response and intrusion detection mechanisms.

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