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Anticipating Cyberdefense Capability Requirements by Link Prediction Analysis

by Santiago Anton Moreno, Dimitri Percia David, Alain Mermoud, Thomas Maillart, Anita Mezzetti | Sep 20, 2023 | Publications, Scientific Articles

Abstract Job offers reveal employer preferences about capabilities required for future cyberdefense. We model such job openings as edges of a bipartite network of organizations and technologies. We propose and train a parsimonious prediction algorithm with extant job...

Forecasting labor needs for digitalization: A bi-partite graph machine learning approach

by Dimitri Percia David, Santiago Anton Moreno, Loïc Maréchal, Thomas Maillart, Alain Mermoud | Mar 28, 2023 | Publications, Scientific Articles

Abstract We use a unique database of digital, and cybersecurity hires from Swiss organizations and develop a method based on a temporal bi-partite network, which combines local and global indices through a Support Vector Machine. We predict the appearance and...

Link Prediction for Cybersecurity Companies and Technologies: Towards a Survivability Score

by Santiago Anton Moreno, Anita Mezzetti, William Blonay | Jan 1, 2022 | Podcasts, Scientific Articles

Abstract On the cybersecurity market, novel entities – technologies and companies – arise and disappear swiftly. In such a fast-paced context, assessing the survivability of those entities is crucial when it comes to make investment decisions for ensuring the security...
Research topics

5G Artificial Intelligence arXiv Bayesian Statistics BERT Bi-partite Networks Big Data Blockchain Centrality Measure Collective Intelligence Contact Tracing Critical Infrastructure Cryptocurrency Cyberdefence Cybersecurity Data Management Data Protection Digital Transformation Distributed Ledger Emerging Technologies Encryption Generative Language Models High Skilled Labor Information Retrieval Link Prediction Machine Learning Malware Natural Language Processing Opinion Mining Optimal Investment Portfolio Optimization Privacy Private Equity Recommender System Recurrent Neural Network Risk Analysis S-curve Security Economics Technology Convergence Technology Forecasting Technology Intelligence Technology Management Technology Mining Technology Monitoring Technology Outlook Technology Scouting Text Mining Threat Intelligence Times Series Trend Analysis Venture Capital Wikipedia Statistics

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