101 citations · 398 across the 15 of their papers we have counts for
15 papers
BotSpot: Deep Learning Classification of Bot Accounts within Twitter
Christopher Braker, Stavros Shiaeles, Gueltoum Bendiab +2
The openness feature of Twitter allows programs to generate and control Twitter accounts automatically via the Twitter API. These accounts, which are known as bots, can automatical…
On the Security and Privacy of Hyperledger Fabric:Challenges and Open Issues
Sotirios Brotsis, Nicholas Kolokotronis, Konstantinos Limniotis +2
In the last few years, a countless number of permissioned blockchain solutions have been proposed, with each one to claim that it revolutionizes the way of the transaction processi…
SoMIAP: Social media images analysis and prediction framework
Yonghao Shi, Gueltoum Bendiab, Stavros Shiaeles +1
The personal photos captured and submitted by users on social networks can provide several interesting insights about the location of the user, which is a key indicator of their da…
A Novel Multimodal Biometric Authentication System using Machine Learning and Blockchain
Richard Brown, Gueltoum Bendiab, Stavros Shiaeles +1
Traditional authentication systems that rely on simple passwords, PIN numbers or tokens have many security issues, like easily guessed passwords, PIN numbers written on the back of…
Tools for Network Traffic Generation -- A Quantitative Comparison
Matthew Swann, Joseph Rose, Gueltoum Bendiab +2
Network traffic generators are invaluable tools that allow for applied experimentation to evaluate the performance of networks, infrastructure, and security controls, by modelling…
Insider Detection using Deep Autoencoder and Variational Autoencoder Neural Networks
Efthimios Pantelidis, Gueltoum Bendiab, Stavros Shiaeles +1
Insider attacks are one of the most challenging cybersecurity issues for companies, businesses and critical infrastructures. Despite the implemented perimeter defences, the risk of…
Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT
Joseph Rose, Matthew Swann, Gueltoum Bendiab +2
The rapid increase in the use of IoT devices brings many benefits to the digital society, ranging from improved efficiency to higher productivity. However, the limited resources an…
Detection of Insider Threats using Artificial Intelligence and Visualisation
Vasileios Koutsouvelis, Stavros Shiaeles, Bogdan Ghita +1
Insider threats are one of the most damaging risk factors for the IT systems and infrastructure of a company or an organization; identification of insider threats has prompted the…
On the Suitability of Blockchain Platforms for IoT Applications: Architectures, Security, Privacy, and Performance
Sotirios Brotsis, Konstantinos Limniotis, Gueltoum Bendiab +2
Blockchain and distributed ledger technologies have received significant interest in various areas beyond the financial sector, with profound applications in the Internet of Things…
A Novel Approach to Detect Phishing Attacks using Binary Visualisation and Machine Learning
Luke Barlow, Gueltoum Bendiaby, Stavros Shiaelesy +1
Protecting and preventing sensitive data from being used inappropriately has become a challenging task. Even a small mistake in securing data can be exploited by phishing attacks t…
Thermal Management in Large Data Centers: Security Threats and Mitigation
Betty Saridou, Gueltoum Bendiab, Stavros N. Shiaeles +1
Data centres are experiencing significant growth in their scale, especially, with the ever-increasing demand for cloud and IoT services. However, this rapid growth has raised numer…
CHAINGE: A Blockchain Solution to Automate Payment Detail Updates to Subscription Services
David Buckley, Gueltoum Bendiab, Stavros Shiaeles +2
The rise of the subscription-based business model has led to a corresponding increase in the number of subscriptions where a customer needs to manage their payments. This managemen…
Advanced Metering Infrastructures: Security Risks and Mitigation
Gueltoum Bendiab, Konstantinos-Panagiotis Grammatikakis, Ioannis Koufos +2
Energy providers are moving to the smart meter era, encouraging consumers to install, free of charge, these devices in their homes, automating consumption readings submission and m…
Intrusion Detection Systems for Smart Home IoT Devices: Experimental Comparison Study
Faisal Alsakran, Gueltoum Bendiab, Stavros Shiaeles +1
Smart homes are one of the most promising applications of the emerging Internet of Things (IoT) technology. With the growing number of IoT related devices such as smart thermostats…
IoT Malware Network Traffic Classification using Visual Representation and Deep Learning
Gueltoum Bendiab, Stavros Shiaeles, Abdulrahman Alruban +1
With the increase of IoT devices and technologies coming into service, Malware has risen as a challenging threat with increased infection rates and levels of sophistication. Withou…