Cybersecurity Systems for Human Cognition Augmentation

✍ Scribed by Robinson E. Pino, Alexander Kott, Michael Shevenell (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 222
• Series: Advances in Information Security 61
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages i-xvi
Situational Awareness, Sensemaking, and Situation Understanding in Cyber Warfare....Pages 1-18
Neuromorphic Computing for Cognitive Augmentation in Cyber Defense....Pages 19-45
Automated Cyber Situation Awareness Tools and Models for Improving Analyst Performance....Pages 47-60
Data Mining in Cyber Operations....Pages 61-73
Trusted Computation Through Biologically Inspired Processes....Pages 75-84
Dynamic Logic Machine Learning for Cybersecurity....Pages 85-98
Towards Neural Network Based Malware Detection on Android Mobile Devices....Pages 99-117
Sustainability Problems and a Novelty in the Concept of Energy....Pages 119-133
Memristors as Synapses in Artificial Neural Networks: Biomimicry Beyond Weight Change....Pages 135-150
Low Power Neuromorphic Architectures to Enable Pervasive Deployment of Intrusion Detection Systems....Pages 151-168
Memristor SPICE Model Simulation and Device Hardware Correlation....Pages 169-174
Reconfigurable Memristor Based Computing Logic....Pages 175-182
Cyber Security Considerations for Reconfigurable Systems....Pages 183-209

✦ Subjects

Systems and Data Security; Artificial Intelligence (incl. Robotics); Neurosciences; Information Systems and Communication Service; Computer Communication Networks