Ausgabe 2/2023
Special Issue on AI meets cybersecurity
Inhalt (13 Artikel)
Hierarchical reinforcement learning for efficient and effective automated penetration testing of large networks
Mohamed C. Ghanem, Thomas M. Chen, Erivelton G. Nepomuceno
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence
Daniel Kelly, Frank G Glavin, Enda Barrett
Windows and IoT malware visualization and classification with deep CNN and Xception CNN using Markov images
Osho Sharma, Akashdeep Sharma, Arvind Kalia
Machine learning in industrial control system (ICS) security: current landscape, opportunities and challenges
Abigail M. Y. Koay, Ryan K. L Ko, Hinne Hettema, Kenneth Radke
Leveraging siamese networks for one-shot intrusion detection model
Hanan Hindy, Christos Tachtatzis, Robert Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, Craig Michie, Xavier Bellekens
A framework for interoperability between models with hybrid tools
Germán Braun, Pablo Rubén Fillottrani, C. Maria Keet
Semantic event relationships identification and representation using HyperGraph in multimedia digital ecosystem
Siraj Mohammed, Fekade Getahun, Richard Chbeir
Multi-task learning for toxic comment classification and rationale extraction
Kiran Babu Nelatoori, Hima Bindu Kommanti
A context-aware unsupervised predictive maintenance solution for fleet management
Apostolos Giannoulidis, Anastasios Gounaris
TROMPA-MER: an open dataset for personalized music emotion recognition
Juan Sebastián Gómez-Cañón, Nicolás Gutiérrez-Páez, Lorenzo Porcaro, Alastair Porter, Estefanía Cano, Perfecto Herrera-Boyer, Aggelos Gkiokas, Patricia Santos, Davinia Hernández-Leo, Casper Karreman, Emilia Gómez
Multi-class classification of COVID-19 documents using machine learning algorithms
Gollam Rabby, Petr Berka