Network Science and Cybersecurity
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Beschreibung
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 .
Introduces new research and development efforts for cybersecurity solutions and applications Presents Memristor-based technologies for cybersecurity Covers anomaly detection and algorithms for network security Includes supplementary material: sn.pub/extras
Autor*in
Robinson E. Pino
Themen in »Network Science and Cybersecurity«
Alert Aggregation Anomaly Detection Big Data Cyber Intelligence Cybersecurity Hardware Security Human Factors Internet of Things Intrusion Detection and Prevention Machine Learning Mobile Security Network Science Neuromorphic Computing Rootkit Detection
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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)()