Sotiris Moschoyiannis | DeepAI

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Leandros Maglaras
22 publications
Stefan Rass
16 publications
Emmanouil Panaousis
9 publications
Helen Treharne
5 publications
Georgios Papagiannis
5 publications
Sakshyam Panda
5 publications
Kaitai Liang
5 publications
George Loukas
3 publications
Robert Pell
2 publications
Vytenis Sliogeris
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Yuhu Wu
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∙ 11/11/2022

Inferring probabilistic Boolean networks from steady-state gene data samples

Probabilistic Boolean Networks have been proposed for estimating the beh...

0 Vytenis Sliogeris, et al. ∙

∙ 10/21/2022

Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks

The ability to direct a Probabilistic Boolean Network (PBN) to a desired...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

A Structural Characterisation of the Mitogen-Activated Protein Kinase Network in Cancer

Gene regulatory networks represent collections of regulators that intera...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

Learning Condition–Action Rules for Personalised Journey Recommendations

We apply a learning classifier system, XCSI, to the task of providing pe...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

A novel Intrusion Detection System against spoofing attacks in connected Electric Vehicles

The Electric Vehicles (EVs) market has seen rapid growth recently despit...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

Learning to Control Random Boolean Networks: A Deep Reinforcement Learning Approach

In this paper we describe the application of a Deep Reinforcement Learni...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

Enabling Serverless Deployment of Large-Scale AI Workloads

We propose a set of optimization techniques for transforming a generic A...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

Evolution of control with learning classifier systems

In this paper we describe the application of a learning classifier syste...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

Logic and learning in network cascades

Critical cascades are found in many self-organizing systems. Here, we ex...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

Route optimization of electric vehicles based on dynamic wireless charging

One of the barriers for the adoption of electric vehicles (EVs) is the a...

0 Sotiris Moschoyiannis, et al. ∙

∙ 10/04/2022

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

n this paper, we present a survey of deep learning approaches for cyber ...

0 Sotiris Moschoyiannis, et al. ∙

∙ 04/25/2022

Spontaneous Emergence of Computation in Network Cascades

Neuronal network computation and computation by avalanche supporting net...

0 Galen Wilkerson, et al. ∙

∙ 11/03/2021

HoneyCar: A Framework to Configure Honeypot Vulnerabilities on the Internet of Vehicles

The Internet of Vehicles (IoV), whereby interconnected vehicles communic...

0 Sakshyam Panda, et al. ∙

∙ 08/25/2021

Multi-Stage Threat Modelling and Security Monitoring in 5GCN

The fifth generation of mobile networks (5G) promises a range of new cap...

0 Robert Pell, et al. ∙

∙ 08/25/2021

Towards Dynamic Threat Modelling in 5G Core Networks Based on MITRE ATT CK

This article discusses how the gap between early 5G network threat asses...

0 Robert Pell, et al. ∙

∙ 11/23/2020

Synthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks

The brain is a highly reconfigurable machine capable of task-specific ad...

0 Alastair Finlinson, et al. ∙

∙ 11/05/2020

Lessons Learnt from a 2FA roll out within a higher education organisation

Rolling out a new security mechanism in an organisation requires plannin...

0 Abideen Tetlay, et al. ∙

∙ 09/07/2019

Deep Reinforcement Learning for Control of Probabilistic Boolean Networks

Probabilistic Boolean Networks (PBNs) were introduced as a computational...

0 Georgios Papagiannis, et al. ∙

∙ 08/02/2016

A Web-based Tool for Identifying Strategic Intervention Points in Complex Systems

Steering a complex system towards a desired outcome is a challenging tas...

0 Sotiris Moschoyiannis, et al. ∙

∙ 12/24/2015

Service Choreography, SBVR, and Time

We propose the use of structured natural language (English) in specifyin...

0 Nurulhuda A. Manaf, et al. ∙

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