167 citations · 211 across the 13 of their papers we have counts for
15 papers
Inferring probabilistic Boolean networks from steady-state gene data samples
Vytenis Šliogeris, Leandros Maglaras, Sotiris Moschoyiannis
Probabilistic Boolean Networks have been proposed for estimating the behaviour of dynamical systems as they combine rule-based modelling with uncertainty principles. Inferring PBNs…
Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks
Sotiris Moschoyiannis, Evangelos Chatzaroulas, Vytenis Sliogeris +1
The ability to direct a Probabilistic Boolean Network (PBN) to a desired state is important to applications such as targeted therapeutics in cancer biology. Reinforcement Learning…
Electric Vehicle Charging: a Survey on the Security Issues and Challenges of the Open Charge Point Protocol (OCPP)
Z. Garofalaki, D. Kosmanos, S. Moschoyiannis +2
The increased use of smart Electric Vehicles (EVs) and Plug-in Electric Vehicles (PEV) opened a new area of research and development. The number of EV charging sites has considerab…
Spontaneous Emergence of Computation in Network Cascades
Galen Wilkerson, Sotiris Moschoyiannis, Henrik Jeldtoft Jensen
Neuronal network computation and computation by avalanche supporting networks are of interest to the fields of physics, computer science (computation theory as well as statistical…
HoneyCar: A Framework to Configure Honeypot Vulnerabilities on the Internet of Vehicles
Sakshyam Panda, Stefan Rass, Sotiris Moschoyiannis +3
The Internet of Vehicles (IoV), whereby interconnected vehicles communicate with each other and with road infrastructure on a common network, has promising socio-economic benefits…
Multi-Stage Threat Modelling and Security Monitoring in 5GCN
Robert Pell, Sotiris Moschoyiannis, Emmanouil Panaousis
The fifth generation of mobile networks (5G) promises a range of new capabilities including higher data rates and more connected users. To support the new capabilities and use case…
Towards Dynamic Threat Modelling in 5G Core Networks Based on MITRE ATT&CK
Robert Pell, Sotiris Moschoyiannis, Emmanouil Panaousis +1
This article discusses how the gap between early 5G network threat assessments and an adversarial Tactics, Techniques, Procedures (TTPs) knowledge base for future use in the MITRE…
Synthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks
Alastair Finlinson, Sotiris Moschoyiannis
The brain is a highly reconfigurable machine capable of task-specific adaptations. The brain continually rewires itself for a more optimal configuration to solve problems. We propo…
Lessons Learnt from a 2FA roll out within a higher education organisation
Abideen Tetlay, Helen Treharne, Tom Ascroft +1
Rolling out a new security mechanism in an organisation requires planning, good communication, adoption from users, iterations of reflection on the challenges experienced and how t…
Universal Boolean Logic in Cascading Networks
Galen Wilkerson, Sotiris Moschoyiannis
Computational properties of networks that can undergo cascades are examined. It is shown that universal Boolean logic circuits can be computed by a global cascade having antagonist…
Deep Reinforcement Learning for Control of Probabilistic Boolean Networks
Georgios Papagiannis, Sotiris Moschoyiannis
Probabilistic Boolean Networks (PBNs) were introduced as a computational model for the study of complex dynamical systems, such as Gene Regulatory Networks (GRNs). Controllability…
Customer Segmentation of Wireless Trajectory Data
Matthew R Karlsen, Sotiris K. Moschoyiannis
Wireless trajectory data consists of a number of (time, point) entries where each point is associated with a particular wireless device (WAP or BLE beacon) tied to a location ident…
Route Optimization of Electric Vehicles based on Dynamic Wireless Charging
Dimitrios Kosmanos, Leandros Maglaras, Michalis Mavrovouniotis +4
One of the barriers to adoption of Electric Vehicles (EVs) is the anxiety around the limited driving range. Recent proposals have explored charging EVs on the move, using dynamic w…
A Web-based Tool for Identifying Strategic Intervention Points in Complex Systems
Sotiris Moschoyiannis, Nicholas Elia, Alexandra S. Penn +2
Steering a complex system towards a desired outcome is a challenging task. The lack of clarity on the system's exact architecture and the often scarce scientific data upon which to…
Service Choreography, SBVR, and Time
Nurulhuda A. Manaf, Sotiris Moschoyiannis, Paul Krause
We propose the use of structured natural language (English) in specifying service choreographies, focusing on the what rather than the how of the required coordination of participa…