Search Results for author: Alain Mermoud

Found 13 papers, 3 papers with code

Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex

no code implementations3 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.

Prioritizing Investments in Cybersecurity: Empirical Evidence from an Event Study on the Determinants of Cyberattack Costs

no code implementations7 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.

LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature

no code implementations12 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.

Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense

no code implementations21 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).

Case-Based Reasoning with Language Models for Classification of Logical Fallacies

1 code implementation27 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.

Language Modelling Logical Fallacies +2

Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments

1 code implementation12 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.

Data Augmentation Logical Fallacies +2

A Study of Slang Representation Methods

1 code implementation11 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.

Representation Learning Word Embeddings

Multimodal and Explainable Internet Meme Classification

no code implementations11 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.

Classification Explainable Models +2

TechRank

no code implementations14 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.

Management

Orchestrating Collaborative Cybersecurity: A Secure Framework for Distributed Privacy-Preserving Threat Intelligence Sharing

no code implementations6 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.

Privacy Preserving

From Scattered Sources to Comprehensive Technology Landscape: A Recommendation-based Retrieval Approach

no code implementations9 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.

Language Modelling Retrieval

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