53 citations · 205 across the 11 of their papers we have counts for
6 papers · 1 filter
Audio Interval Retrieval using Convolutional Neural Networks
Ievgeniia Kuzminykh, Dan Shevchuk, Stavros Shiaeles +1
Modern streaming services are increasingly labeling videos based on their visual or audio content. This typically augments the use of technologies such as AI and ML by allowing to…
Comparative Analysis of Cryptographic Key Management Systems
Levgeniia Kuzminykh, Bogdan Ghita, Stavros Shiaeles
Managing cryptographic keys can be a complex task for an enterprise and particularly difficult to scale when an increasing number of users and applications need to be managed. In o…
A Novel Online Incremental Learning Intrusion Prevention System
Christos Constantinides, Stavros Shiaeles, Bogdan Ghita +1
Attack vectors are continuously evolving in order to evade Intrusion Detection systems. Internet of Things (IoT) environments, while beneficial for the IT ecosystem, suffer from in…
Malware Squid: A Novel IoT Malware Traffic Analysis Framework using Convolutional Neural Network and Binary Visualisation
Robert Shire, Stavros Shiaeles, Keltoum Bendiab +2
Internet of Things devices have seen a rapid growth and popularity in recent years with many more ordinary devices gaining network capability and becoming part of the ever growing…
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…
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…