101 citations · 713 across the 31 of their papers we have counts for
34 papers
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 proactive malicious software identification approach for digital forensic examiners
Muhammad Ali, Stavros Shiaeles, Nathan Clarke +1
Digital investigators often get involved with cases, which seemingly point the responsibility to the person to which the computer belongs, but after a thorough examination malware…
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…
IoT Vulnerability Data Crawling and Analysis
Stavros Shiaeles, Nicholas Kolokotronis, Emanuele Bellini
Internet of Things (IoT) is a whole new ecosystem comprised of heterogeneous connected devices -i.e. computers, laptops, smart-phones and tablets as well as embedded devices and se…
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…