Data Analytics and Decision Support for Cybersecurity Trends, Methodologies and Applications /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Palomares Carrascosa, Iván (Επιμελητής έκδοσης), Kalutarage, Harsha Kumara (Επιμελητής έκδοσης), Huang, Yan (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Data Analytics,
• Θέματα: Computer science.; Big data.; Data encryption (Computer science).; Data mining.; Computer Science.; Data Mining and Knowledge Discovery.; Data Encryption.; Big Data/Analytics.

The book illustrates the inter-relationship between several data management, analytics and decision support techniques and methods commonly adopted in Cybersecurity-oriented frameworks. The recent advent of Big Data paradigms and the use of data science methods, has resulted in a higher demand for e...

Πίνακας περιεχομένων:

• A Toolset for Intrusion and Insider Threat Detection
• Human-Machine Decision Support Systems for Insider Threat Detection
• Detecting malicious collusions between mobile software applications
• Dynamic Analysis of Malware using Run-Time Opcodes
• Big Data Analytics for Intrusion Detection System: Statistical Decision-making using Finite Dirichlet Mixture Models
• Security of Online Examinations
• Attribute Noise, Classification Technique, and Classification Accuracy
• Learning from Loads: An Intelligent System for Decision Support in Identifying Nodal Load Disturbances of Cyber-Attacks in Smart Power Systems using Gaussian Processes and Fuzzy Inference
• Visualization and Data Provenance Trends in Decision Support for Cybersecurity.