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Cyber trend monitoring gains importance at Cyber-Defence Campus

by Technology Observatory | Jan 4, 2024 | Podcasts, Press, Publications

Digital technologies offer strong potential for Switzerland, but it is crucial to understand which opportunities and risks, as well as which dependencies, arise when using them. One of the goals of the DDPS’ cyber strategy is to be as technically autonomous as...

Cyber-Defence Campus Annual Report 2023

by Technology Observatory | Jan 1, 2024 | Technology Reviews

Foreword 2023 was an eventful year for Switzerland in cyberspace. The number of reported cyber incidents increased to almost 50,000 reports. Swiss organisations and authorities were the target of a coordinated DDoS attack in two weeks over the summer. Hackers were...

Leveraging Language Models for Company and Product Relation Extraction from News Articles

by André Charneca, Angelika Romanou, Ljiljana Dolamic, Alain Mermoud | Dec 22, 2023 | Podcasts

Abstract This study investigates the effectiveness of two distinct computational approaches for mapping the technological landscape by extracting company and product relations from news articles. The first approach leverages Large Language Models (LLMs), specifically...

TechRank

by Anita Mezzetti, Loïc Maréchal, Dimitri Percia David, Thomas Maillart, Alain Mermoud | Dec 21, 2023 | Podcasts, Publications, Scientific Articles

Abstract: This article introduces TechRank, a recursive algorithm based on a bipartite graph with weighted nodes that the authors developed to link companies and technologies based on the reflection method. They allow the algorithm to incorporate exogenous variables...

Efficient collective action for tackling time-critical cybersecurity threats 

by Sébastien Gillard, Dimitri Percia David, Alain Mermoud, Thomas Maillart | Nov 7, 2023 | Publications, Scientific Articles

Abstract The latency reduction between the discovery of vulnerabilities, the build-up, and the dissemination of cyberattacks has put significant pressure on cybersecurity professionals. For that, security researchers have increasingly resorted to collective action in...

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...
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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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