Network Science and Cybersecurity

Häftad, Engelska, 2015

Del 55 i serien Advances in Information Security

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Beskrivning

Network Science and Cybersecurity introduces new research and development efforts for cybersecurity solutions and applications taking place within various U.S. Government Departments of Defense, industry and academic laboratories. This book examines new algorithms and tools, technology platforms and reconfigurable technologies for cybersecurity systems. Anomaly-based intrusion detection systems (IDS) are explored as a key component of any general network intrusion detection service, complementing signature-based IDS components by attempting to identify novel attacks. These attacks may not yet be known or have well-developed signatures. Methods are also suggested to simplify the construction of metrics in such a manner that they retain their ability to effectively cluster data, while simultaneously easing human interpretation of outliers.This is a professional book for practitioners or government employees working in cybersecurity, and can also be used as a reference. Advanced-level students in computer science or electrical engineering studying security will also find this book useful .

Produktinformation

Utgivningsdatum:2015-07-04
Mått:155 x 235 x 17 mm
Vikt:452 g
Format:Häftad
Språk:Engelska
Serie:Advances in Information Security
Antal sidor:285
Upplaga:2014
Förlag:Springer-Verlag New York Inc.
ISBN:9781489990655

Utforska kategorier

Nätverk och kommunikation inom Data och IT
IT-säkerhet inom Data och IT

Recensioner i media

From the reviews: "The book is meant for students, engineers, technicians, and researchers in fields such as information security and systems engineering. ... The book showcases some of the latest advances in the field of information security. The papers included are very heterogeneous; however, they all come under the common theme of network science and cybersecurity. The book is of high quality and is praiseworthy." (S. V. Nagaraj, Computing Reviews, May, 2014)

Innehållsförteckning

Towards Fundamental Science of Cyber Security.- Bridging the Semantic Gap: Human Factors in Anomaly-based Intrusion Detection Systems.- Recognizing Unexplained Behavior in Network Traffic.- Applying Cognitive Memory to CyberSecurity.- Understanding Cyber Warfare.- Design of Neuromorphic Architectures with Memristors.- Nanoelectronics and Hardware Security.- User Classification and Authentication for MOBILE Device Based on Gesture Recognition.- Hardware-based Computational Intelligence for Size, Weight, and Power Con-strained Environments.- Machine Learning Applied to Cyber Operations.- Detecting Kernel Control-flow Modifying Rootkits.- Formation of Artificial and Natural Intelligence in Big Data Environment.- Alert Data Aggregation and Transmission Prioritization over Mobile Networks.- Semantic Features from Web-traffic Streams.- Concurrent Learning Algorithm (CLA) and the Importance Map (IMAP).- Hardware Accelerated Mining of Domain Knowledge.- Memristors and the Future of Cyber Security Hardware.