no code implementations • 3 Mar 2024 • Alessandro Tavazzi, Dimitri Percia David, Julian Jang-Jaccard, Alain Mermoud
Identifying technological convergence among emerging technologies in cybersecurity is crucial for advancing science and fostering innovation.
no code implementations • 7 Feb 2024 • Daniel Celeny, Loïc Maréchal, Evgueni Rousselot, Alain Mermoud, Mathias Humbert
We find that the magnitude of abnormal returns around cyber incidents is on par with previous studies using newswire or alternative data to identify cyber incidents.
no code implementations • 7 Feb 2024 • Loïc Maréchal, Alain Mermoud, Dimitri Percia David, Mathias Humbert
We observe firms, their primary and secondary activities, funding rounds, and pre and post-money valuations.
no code implementations • 12 Dec 2023 • Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud
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.
no code implementations • 21 Mar 2023 • Andrei Kucharavy, Zachary Schillaci, Loïc Maréchal, Maxime Würsch, Ljiljana Dolamic, Remi Sabonnadiere, Dimitri Percia David, Alain Mermoud, Vincent Lenders
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).
1 code implementation • 27 Jan 2023 • Zhivar Sourati, Filip Ilievski, Hông-Ân Sandlin, Alain Mermoud
The ease and speed of spreading misinformation and propaganda on the Web motivate the need to develop trustworthy technology for detecting fallacies in natural language arguments.
1 code implementation • 12 Dec 2022 • Zhivar Sourati, Vishnu Priya Prasanna Venkatesh, Darshan Deshpande, Himanshu Rawlani, Filip Ilievski, Hông-Ân Sandlin, Alain Mermoud
Our three-stage framework natively consolidates prior datasets and methods from existing tasks, like propaganda detection, serving as an overarching evaluation testbed.
1 code implementation • 11 Dec 2022 • Aravinda Kolla, Filip Ilievski, Hông-Ân Sandlin, Alain Mermoud
Considering the large amount of content created online by the minute, slang-aware automatic tools are critically needed to promote social good, and assist policymakers and moderators in restricting the spread of offensive language, abuse, and hate speech.
no code implementations • 11 Dec 2022 • Abhinav Kumar Thakur, Filip Ilievski, Hông-Ân Sandlin, Zhivar Sourati, Luca Luceri, Riccardo Tommasini, Alain Mermoud
In the current context where online platforms have been effectively weaponized in a variety of geo-political events and social issues, Internet memes make fair content moderation at scale even more difficult.
no code implementations • 28 Nov 2022 • Alexander Glavackij, Dimitri Percia David, Alain Mermoud, Angelika Romanou, Karl Aberer
Our autoencoder approach improves the MAPE by 13. 5% on average over the second-best result.
no code implementations • 14 Oct 2022 • Anita Mezzetti, Loïc Maréchal, Dimitri Percia David, William Lacube, Sébastien Gillard, Michael Tsesmelis, Thomas Maillart, Alain Mermoud
We develop TechRank to link companies and technologies based on the method of reflection.
no code implementations • 6 Sep 2022 • Juan R. Trocoso-Pastoriza, Alain Mermoud, Romain Bouyé, Francesco Marino, Jean-Philippe Bossuat, Vincent Lenders, Jean-Pierre Hubaux
However, this activity presents challenges due to the tension between data sharing and confidentiality, that result in information retention often leading to a free-rider problem.
no code implementations • 9 Dec 2021 • Chi Thang Duong, Dimitri Percia David, Ljiljana Dolamic, Alain Mermoud, Vincent Lenders, Karl Aberer
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.