Publications
Now showing items 1-10 of 20
Convex Optimization for Machine Learning
(2022)
This book covers an introduction to convex optimization, one of the powerful and tractable optimization problems that can be efficiently solved on a computer. The goal of the book is to
help develop a sense of what convex ...
Security Technologies and Methods for Advanced Cyber Threat Intelligence, Detection and Mitigation
(2022)
The rapid growth of the Internet interconnectivity and complexity of communication systems has led us to a significant growth of cyberattacks globally often with severe and disastrous consequences. The swift development ...
Statistical Analysis of Networks
(2022)
This book is a general introduction to the statistical analysis of networks, and can serve both as a research monograph and as a textbook. Numerous fundamental tools and concepts needed for the analysis of networks are ...
Artificial Intelligence-based Cybersecurity for Connected and Automated Vehicles
(2022)
The damaging effects of cyberattacks to an industry like the Cooperative Connected and Automated Mobility (CCAM) can be tremendous. From the least important to the worst ones, one can mention for example the damage in the ...
SpiNNaker - A Spiking Neural Network Architecture
(2020)
20 years in conception and 15 in construction, the SpiNNaker project has delivered the world’s largest neuromorphic computing platform incorporating over a million ARM mobile phone processors and capable of modelling spiking ...
Security Risk Management for the Internet of Things
(2020)
In recent years, the rising complexity of Internet of Things (IoT) systems has increased their potential vulnerabilities and introduced new cybersecurity challenges. In this context, state of the art methods and technologies ...
Sparsity Methods for Systems and Control
(2020)
The method of sparsity has been attracting a lot of attention in the fields related not only to signal processing, machine learning, and statistics, but also systems and control. The method is known as compressed sensing, ...
Cyber-Physical Threat Intelligence for Critical Infrastructures Security
(2020)
Modern critical infrastructures comprise of many interconnected cyber and physical assets, and as such are large scale cyber-physical systems. Hence, the conventional approach of securing these infrastructures by addressing ...
Applied Signal Processing
(2021)
Being an inter-disciplinary subject, Signal Processing has application in almost all scientific fields. Applied Signal Processing tries to link between the analog and digital signal processing domains. Since the digital ...
Cyber-Physical Threat Intelligence for Critical Infrastructures Security
(2021)
Modern critical infrastructures can be considered as large scale Cyber Physical Systems (CPS). Therefore, when designing, implementing, and operating systems for Critical Infrastructure Protection (CIP), the boundaries ...