activity
20192021
most citedIoT Malware Network Traffic Classification using Visual Representation and Deep Learning

101 citations · 608 across the 24 of their papers we have counts for

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Showing 2019Show all

7 papers · 1 filter

cs.CR2019★ 30 cited

A machine-learning approach to Detect users' suspicious behaviour through the Facebook wall

Aimilia Panagiotou, Bogdan Ghita, Stavros Shiaeles +1

Facebook represents the current de-facto choice for social media, changing the nature of social relationships. The increasing amount of personal information that runs through this…

cs.CR2019★ 27 cited

Secured by Blockchain: Safeguarding Internet of Things Devices

Nicholas Kolokotronis, Konstantinos Limniotis, Stavros Shiaeles +1

Blockchain is a disruptive technology that has been characterised to be the next big thing and has already gained a broad recognition by experts in diverse fields. In this paper, w…

cs.CR2019

A Novel Malware Detection System Based On Machine Learning and Binary Visualization

Irina Baptista, Stavros Shiaeles, Nicholas Kolokotronis

The continued evolution and diversity of malware constitutes a major threat in modern systems. It is well proven that security defenses currently available are ineffective to mitig…

cs.CR2019

Data Protection by Design for Cybersecurity Systems in a Smart Home Environment

Olga Gkotsopoulou, Elisavet Charalambous, Konstantinos Limniotis +5

The present paper deals with the elucidation and implementation of the Data Protection by Design (DPbD) principle as recently introduced in the European Union data protection law,…

cs.CR2019

Blockchain Solutions for Forensic Evidence Preservation in IoT Environments

Sotirios Brotsis, Nicholas Kolokotronis, Konstantinos Limniotis +4

The technological evolution brought by the Internet of things (IoT) comes with new forms of cyber-attacks exploiting the complexity and heterogeneity of IoT networks, as well as, t…

cs.CR2019★ 5 cited

Are cracked applications really free? An empirical analysis on Android devices

Konstantinos-Panagiotis Grammatikakis, Angela Ioannou, Stavros Shiaeles +1

Android is among the popular platforms running on millions of smart devices, like smartphones and tablets, whose widespread adoption is seen as an opportunity for spreading malware…

cs.CR2019★ 42 cited

A Novel Blockchain-based Trust Model for Cloud Identity Management

Keltoum Bendiab, Nicholas Kolokotronis, Stavros Shiaeles +1

Secure and reliable management of identities has become one of the greatest challenges facing cloud computing today, mainly due to the huge number of new cloud-based applications g…