Are our networked societies really vulnerable, as some have suggested, to a knock-out blow, perpetrated by state-sponsored hackers or terrorists? And what can be done to defend the state from this and from the encroachment of external networks that transcend its borders and breach its laws?
This Adelphi tackles the range of issues raised by our dependence on digital networks. It considers how instantaneous, global communications are challenging national and social orders and what shape those challenges may take as the net is cast ever wider. Comparing the transformations of the Information Age with those of previous generations, when new technologies and emerging transnational threats spread panic in political and strategic circles, the authors examine the real implications for states and statehood. Read more
‘In the cyber domain, policy has fallen far behind technology and operational art. By providing a conceptual framework for looking at what power is in the cyber domain and how it is exercised, this book offers policy-makers valuable guidance in how to think about a major security issue.’ Michael Hayden, Director of the CIA, 2006–09
‘Cyberspace offers a wealth of threats, benefits and opportunities for governments, business and the citizen. This book provides a stimulating contribution to the policy debate around cyber.’ Iain Lobban CB, Director, GCHQ (Government Communications Headquarters)
With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible paths for future research in this area. This book fills this need.
From basic concepts in machine learning and data mining to advanced problems in the machine learning domain, Data Mining and Machine Learning in Cybersecurity provides a unified reference for specific machine learning solutions to cybersecurity problems. It supplies a foundation in cybersecurity fundamentals and surveys contemporary challenges—detailing cutting-edge machine learning and data mining techniques.
Unveils cutting-edge techniques for detecting new attacks
Contains in-depth discussions of machine learning solutions to detection problems
Categorizes methods for detecting, scanning, and profiling intrusions and anomalies
Surveys contemporary cybersecurity problems and unveils state-of-the-art machine learning and data mining solutions
Details privacy-preserving data mining methods
This interdisciplinary resource includes technique review tables that allow for speedy access to common cybersecurity problems and associated data mining methods. Numerous illustrative figures help readers visualize the workflow of complex techniques and more than forty case studies provide a clear understanding of the design and application of data mining and machine learning techniques in cybersecurity.
Owing to the expansion of network-centric operating concepts across the Department of Defense (DOD) and the growing threat to information and cybersecurity from lone actors, groups of like-minded actors, nation-states, and malicious insiders, information assurance is an area of significant and growing importance and concern. Because of the forward positioning of both the Navy’s afloat and the Marine Corps expeditionary forces, IA issues for naval forces are exacerbated, and are tightly linked to operational success. Broad-based IA success is viewed by the NRC’s Committee on Information Assurance for Network-Centric Naval Forces as providing a central underpinning to the DOD’s network-centric operational concept and the Department of the Navy’s (DON’s) FORCEnet operational vision. Accordingly, this report provides a view and analysis of information assurance in the context of naval ‘mission assurance’.
SCADA technology quietly operates in the background of critical utility and industrial facilities nationwide. This important tool efficiently manages utility assets, refineries and other critical industrial segments, but protecting SCADA networks from cyber attacks, hackers and even physical assault is becoming a test of will, cleverness and determination. Cybersecurity for SCADA Systems provides a high-level overview of this unique technology, with an explanation of each market segment. Readers will understand the vital issues, and learn strategies for decreasing or eliminating system vulnerabilities.
Benefits for readers: Functional breakdown and explanation of the typical features, capabilities, and components of a SCADA system; IT and cybersecurity technology and terminology overview and explanation; Industry-specific as well as generalized discussion of SCADA vulnerabilities and available remediation strategies; and Discussion of physical and electronic security issues and strategies
Suitable for the non-technical management level personnel as well as IT personnel without SCADA experience