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Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex
Identifying technological convergence among emerging technologies in cybersecurity is crucial for advancing science and fostering innovation.
Measuring the performance of investments in information security startups: An empirical analysis by cybersecurity sectors using Crunchbase data
We observe firms, their primary and secondary activities, funding rounds, and pre and post-money valuations.
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature
The results suggest that LLMs do not produce good knowledge entities that reflect the cybersecurity context, but our results show some potential for noun extractors.
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense
Generative Language Models gained significant attention in late 2022 / early 2023, notably with the introduction of models refined to act consistently with users' expectations of interactions with AI (conversational models).
Beyond S-curves: Recurrent Neural Networks for Technology Forecasting
Our autoencoder approach improves the MAPE by 13. 5% on average over the second-best result.
From Scattered Sources to Comprehensive Technology Landscape: A Recommendation-based Retrieval Approach
This is a two-task setup involving (i) technology classification of entities extracted from company corpus, and (ii) technology and company retrieval based on classified technologies.
