most citedIoT Malware Network Traffic Classification using Visual Representation and Deep Learning

101 citations · 398 across the 14 of their papers we have counts for

collaborators

15 papers

cs.CR20219 cited

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…

cs.CR202168 cited

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…

cs.SI20211 cited

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…

cs.CR20217 cited

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…

cs.CR20213 cited

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…

cs.CR20212 cited

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…