Cybersecurity Data Science : Best Practices in an Emerging Profession / by Scott Mongeau, Andrzej Hajdasinski.

Format:

Book

Author/Creator:

Mongeau, Scott., Author.

Hajdasinski, Andrzej, Author.

Contributor:

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Language:

English

Subjects (All):

Computer science.

Business information services.

Machine learning.

Computer Science.

IT in Business.

Machine Learning.

Local Subjects:

Computer Science.

IT in Business.

Machine Learning.

Physical Description:

1 online resource (XXVII, 388 pages) : 99 illustrations

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

This book encompasses a systematic exploration of Cybersecurity Data Science (CSDS) as an emerging profession, focusing on current versus idealized practice. This book also analyzes challenges facing the emerging CSDS profession, diagnoses key gaps, and prescribes treatments to facilitate advancement. Grounded in the management of information systems (MIS) discipline, insights derive from literature analysis and interviews with 50 global CSDS practitioners. CSDS as a diagnostic process grounded in the scientific method is emphasized throughout Cybersecurity Data Science (CSDS) is a rapidly evolving discipline which applies data science methods to cybersecurity challenges. CSDS reflects the rising interest in applying data-focused statistical, analytical, and machine learning-driven methods to address growing security gaps. This book offers a systematic assessment of the developing domain. Advocacy is provided to strengthen professional rigor and best practices in the emerging CSDS profession. This book will be of interest to a range of professionals associated with cybersecurity and data science, spanning practitioner, commercial, public sector, and academic domains. Best practices framed will be of interest to CSDS practitioners, security professionals, risk management stewards, and institutional stakeholders. Organizational and industry perspectives will be of interest to cybersecurity analysts, managers, planners, strategists, and regulators. Research professionals and academics are presented with a systematic analysis of the CSDS field, including an overview of the state of the art, a structured evaluation of key challenges, recommended best practices, and an extensive bibliography.

Contents:

1. Summary Introduction

2. Phase I: CSDS as an Emerging Profession - Diagnostic Literature Analysis

3 Phase II: CSDS Practitioners - Diagnostic Opinion Research and Gap Analysis

4 Phase III: CSDS Gap-Prescriptions - Design Science Problem Solving

5. Research Conclusions and Discussion

6. Managerial Recommendations

References.

Other Format:

Printed edition:

ISBN:

978-3-030-74896-8

9783030748968

Access Restriction:

Restricted for use by site license.