The Swiss Technology Observatory

Technology Monitoring & Forecasting Research for Cyber Security, Market Intelligence and Horizon Scanning

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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 Asset Pricing Bayesian Statistics BERT Bi-partite Networks Bibliometrics Big Data Blockchain Collective Intelligence Contact Tracing Critical Infrastructure Crunchbase Cryptocurrency Cyberdefence Cybersecurity Data Management Data Protection Deep Learning Digital Transformation Distributed Ledger Emerging Technologies Encryption High Skilled Labor Information Retrieval Large Language Model Link Prediction Machine Learning Malware Natural Language Processing OpenAlex Opinion Mining Portfolio Optimization Privacy Private Equity Quantitative Finance Quantum Computing Recommender System Recurrent Neural Network Risk Analysis S-curve Scientometrics Security Economics Semantic Tagging Social Network Analysis Taxonomy Technology Analysis Technology Assessment Technology Convergence Technology Forecasting Technology Intelligence Technology Management Technology Mining Technology Monitoring Technology Outlook Technology Scouting Text Mining Threat Intelligence Times Series Transformers Trend Analysis Venture Capital Wikipedia Zero-shot Learning

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