674 citations · 2k across the 22 of their papers we have counts for
7 papers · 1 filter
Deep Learning Based Cryptographic Primitive Classification
Gregory D. Hill, Xavier J. A. Bellekens
Cryptovirological augmentations present an immediate, incomparable threat. Over the last decade, the substantial proliferation of crypto-ransomware has had widespread consequences…
Machine Learning Approach for Detection of nonTor Traffic
Elike Hodo, Xavier Bellekens, Ephraim Iorkyase +3
Intrusion detection has attracted a considerable interest from researchers and industries. After many years of research the community still faces the problem of building reliable a…
Threat analysis of IoT networks Using Artificial Neural Network Intrusion Detection System
Elike Hodo, Xavier Bellekens, Andrew Hamilton +4
The Internet of things (IoT) is still in its infancy and has attracted much interest in many industrial sectors including medical fields, logistics tracking, smart cities and autom…
GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing
Xavier Bellekens, Christos Tachtatzis, Robert Atkinson +2
Large industrial systems that combine services and applications, have become targets for cyber criminals and are challenging from the security, monitoring and auditing perspectives…
A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems
Xavier Bellekens, Christos Tachtatzis, Robert Atkinson +2
Pattern Matching is a computationally intensive task used in many research fields and real world applications. Due to the ever-growing volume of data to be processed, and increasin…
Trie Compression for GPU Accelerated Multi-Pattern Matching
Xavier Bellekens, Amar Seeam, Christos Tachtatzis +1
Graphics Processing Units allow for running massively parallel applications offloading the CPU from computationally intensive resources, however GPUs have a limited amount of memor…
Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey
Elike Hodo, Xavier Bellekens, Andrew Hamilton +2
Intrusion detection has attracted a considerable interest from researchers and industries. The community, after many years of research, still faces the problem of building reliable…