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Cybersecurity Systems for Human Cognition Augmentation

Robinson E. Pino, Alexander Kott, Michael Shevenell (Herausgeber)

Buch | Hardcover

XVI, 209 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-10373-0 (ISBN)

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This book explores cybersecurity research and development efforts, including ideas that deal with the growing challenge of how computing engineering can merge with neuroscience. The contributing authors, who are renowned leaders in this field, thoroughly examine new technologies that will automate security procedures and perform autonomous functions with decision making capabilities. To maximize reader insight into the range of professions dealing with increased cybersecurity issues, this book presents work performed by government, industry, and academic research institutions working at the frontier of cybersecurity and network sciences. Cybersecurity Systems for Human Cognition Augmentation is designed as a reference for practitioners or government employees working in cybersecurity. Advanced-level students or researchers focused on computer engineering or neuroscience will also find this book a useful resource.

Situational awareness, sensemaking, and situation understanding in cyber warfare.- Neuromorphic Computing for Cognitive Augmentation in Cyber Defense.- Automated Cyber Situation Awareness Tools and Models for Improving Analyst Performance.- Data Mining in Cyber Operations.- Trusted Computation through Biologically Inspired Processes.- Dynamic Logic Machine Learning for Cybersecurity.- Towards Neural Network Based Malware Detection on Android Mobile Devices.- Sustainability Problems and a Novelty in the Concept of Energy.- Memristors as Synapses in Artificial Neural Networks: Biomimicry Beyond Weight Change.- Low Power Neuromorphic Architectures to Enable Pervasive Deployment of Intrusion Detection Systems.- Memristor SPICE Model Simulation and Device Hardware Correlation.- Reconfigurable Memristor Based Computing Logic.- Cyber Security Considerations for Reconfigurable Systems.

Erscheint lt. Verlag	31.10.2014
Reihe/Serie	Advances in Information Security
Zusatzinfo	XVI, 209 p. 113 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	508 g
Themenwelt	Informatik ► Netzwerke ► Sicherheit / Firewall
Schlagworte	Anomaly Detection • Cloud control operations • Cyber Physical Systems • Cybersecurity systems • Distributed real-time event corrolation • Identity virtualization • Intrusion Detection and Prevention • machine learning • network science • Neuromorphic computing autonomy • Security Systems • Social Networks
ISBN-10	3-319-10373-3 / 3319103733
ISBN-13	978-3-319-10373-0 / 9783319103730
Zustand	Neuware