by Alessandro Tavazzi, Dimitri Percia David, Julian Jang-Jaccard, Alain Mermoud | Mar 3, 2024 | Publications, Scientific Articles
Abstract: Identifying technological convergence among emerging technologies in cybersecurity is crucial for advancing science and fostering innovation. Unlike previous studies focusing on the binary relationship between a paper and the concept it attributes to...
by Dimitri Percia David, William Blonay, Sébastien Gillard, Thomas Maillart, Alain Mermoud, Loïc Maréchal, Michael Tsesmelis | Sep 20, 2023 | Publications, Scientific Articles
Abstract We propose a reproducible, automated, scalable, and free method for automated bibliometric analysis that requires little computing power. We explain how firms can use this method with open source data from public repositories to generate unbiased insights...
by Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud | Aug 24, 2023 | Podcasts, Publications, Scientific Articles
Abstract The cybersecurity landscape evolves rapidly and poses threats to organizations. To enhance resilience, one needs to track the latest developments and trends in the domain. For this purpose, we use large language models (LLMs) to extract relevant knowledge...
by Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux | May 18, 2021 | Podcasts, Scientific Articles
Abstract Explainability is a key requirement for text classification in many application domains ranging from sentiment analysis to medical diagnosis or legal reviews. Existing methods often rely on “attention” mechanisms for explaining classification...