23 citations · 46 across the 13 of their papers we have counts for
14 papers
LLMs Prompted for Legal Context Object More: Overrefusal from Small On-Premises LLMs in Criminal Legal Context
Anastasiia Kucherenko, François Brouchoud, Dimitri Percia David +1
While the validity of LLMs' use in the legal context remains subject to ethical and legal debate, legal professionals are already experimenting with personal LLMs, if only for tran…
Monitoring Transformative Technological Convergence Through LLM-Extracted Semantic Entity Triple Graphs
Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David +3
Forecasting transformative technologies remains a critical but challenging task, particularly in fast-evolving domains such as Information and Communication Technologies (ICTs). Tr…
Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex
Alessandro Tavazzi, Dimitri Percia David, Julian Jang-Jaccard +1
Identifying technological convergence among emerging technologies in cybersecurity is crucial for advancing science and fostering innovation. Unlike previous studies focusing on th…
Measuring the performance of investments in information security startups: An empirical analysis by cybersecurity sectors using Crunchbase data
Loïc Maréchal, Alain Mermoud, Dimitri Percia David +1
Early-stage firms play a significant role in driving innovation and creating new products and services, especially for cybersecurity. Therefore, evaluating their performance is cru…
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature
Maxime Würsch, Andrei Kucharavy, Dimitri Percia David +1
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. It has b…
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense
Andrei Kucharavy, Zachary Schillaci, Loïc Maréchal +6
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 i…
Beyond S-curves: Recurrent Neural Networks for Technology Forecasting
Alexander Glavackij, Dimitri Percia David, Alain Mermoud +2
Because of the considerable heterogeneity and complexity of the technological landscape, building accurate models to forecast is a challenging endeavor. Due to their high prevalenc…
TechRank
Anita Mezzetti, Loïc Maréchal, Dimitri Percia David +5
We introduce TechRank, a recursive algorithm based on a bi-partite graph with weighted nodes. We develop TechRank to link companies and technologies based on the method of reflecti…
Identifying Emerging Technologies and Leading Companies using Network Dynamics of Patent Clusters: a Cybersecurity Case Study
Michael Tsesmelis, Ljiljana Dolamic, Marcus Matthias Keupp +2
Strategic decisions rely heavily on non-scientific instrumentation to forecast emerging technologies and leading companies. Instead, we build a fast quantitative system with a smal…
Efficient Collective Action for Tackling Time-Critical Cybersecurity Threats
Sébastien Gillard, Dimitri Percia David, Alain Mermoud +1
The latency reduction between the discovery of vulnerabilities, the build-up and dissemination of cyber-attacks has put significant pressure on cybersecurity professionals. For tha…
TechRank: A Network-Centrality Approach for Informed Cybersecurity-Investment
Anita Mezzetti, Dimitri Percia David, Thomas Maillart +2
The cybersecurity technological landscape is a complex ecosystem in which entities -- such as companies and technologies -- influence each other in a non-trivial manner. Measuring…
From Scattered Sources to Comprehensive Technology Landscape: A Recommendation-based Retrieval Approach
Chi Thang Duong, Dimitri Percia David, Ljiljana Dolamic +3
Mapping the technology landscape is crucial for market actors to take informed investment decisions. However, given the large amount of data on the Web and its subsequent informati…
Cyber-Security Investment in the Context of Disruptive Technologies: Extension of the Gordon-Loeb Model
Dimitri Percia David, Alain Mermoud, Sébastien Gillard
Cyber-security breaches inflict significant costs on organizations. Hence, the development of an information-systems defense capability through cyber-security investment is a prere…
5G System Security Analysis
Gerrit Holtrup, William Lacube, Dimitri Percia David +3
Fifth generation mobile networks (5G) are currently being deployed by mobile operators around the globe. 5G acts as an enabler for various use cases and also improves the security…