Cybersecurity Systems for Human Cognition Augmentation (eBook)

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

eBook Download: PDF

2014 | 2014
XVI, 209 Seiten
Springer International Publishing (Verlag)
978-3-319-10374-7 (ISBN)

Infos

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.

Inhalt

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.

Produkt-Details

• Erscheint lt. Verlag: 18.10.2014
• Reihe/Serie: Advances in Information Security
• Reihe/Serie: Advances in Information Security
• Zusatzinfo: XVI, 209 p. 113 illus.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Mathematik / Informatik ► Informatik ► Web / Internet
• Themenwelt: Medizin / Pharmazie
• 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: 3-319-10374-1 / 3319103741
• ISBN-13: 978-3-319-10374-7 / 9783319103747