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SynopsisA honeypot is a security tool deliberately designed to be vulnerable, thereby enticing attackers to probe, exploit, and compromise it. Since their introduction in the early 1990s, honeypots have remained among the most widely used tools for capturing cyberattacks, complementing traditional defenses such as firewalls and intrusion detection systems. They serve both as early warning systems and as sources of valuable attack data, enabling security professionals to study the techniques and behaviors of threat actors.While conventional honeypots have achieved significant success, they remain deterministic in their responses to attacks. This is where adaptive or intelligent honeypots come into play. An adaptive honeypot leverages Machine Learning techniques, such as Reinforcement Learning, to interact with attackers. These systems learn to take actions that can disrupt the normal execution flow of an attack, potentially forcing attackers to alter their techniques. As a result, attackers must find alternative routes or tools to achieve their objectives, ultimately leading to the collection of more attack data.Despite their advantages, traditional honeypots face two main challenges. First, emulation-based honeypots (also known as low- and medium-interaction honeypots) are increasingly susceptible to detection, which undermines their effectiveness in collecting meaningful attack data. Second, real-system-based honeypots (also known as high-interaction honeypots) pose security risks to the hosting organization if not properly isolated and protected. Since adaptive honeypots rely on the same underlying systems, they also inherit these challenges.This thesis investigates whether it is possible to design a honeypot system that mitigates these challenges while still fulfilling its primary objective of collecting attack data. To this end, it proposes a new abstract model for adaptive self-guarded honeypots, designed to balance attack data collection, detection evasion, and security preservation, ensuring that it does not pose a risk to the rest of the network.Jury membersProf. Wim VANHOOF, President, University of NamurProf. Jean-Noël COLIN, Promoter, University of NamurProf. Florentin ROCHET, Internal Member, University of NamurProf. Benoît FRENAY, Internal Member, University of NamurProf. Ramin SADRE, External Member, Catholic University of LeuvenDr. Jérôme FRANCOIS, External Member, University of LuxembourgYou are cordially invited to a drink, which will follow the public defense. For good organization, please give your answer by Tuesday, May 20, 2025. I want to register

Synopsis deep learning methods have become increasingly popular for building intelligent systems. Currently, many deep learning architectures constitute the state of the art in their respective domains, such as image recognition, text generation, speech recognition, etc. The availability of mature libraries and frameworks to develop such systems is also a key factor in this success.This work explores the use of these architectures to build intelligent systems for sign languages. The creation of large sign language data corpora has made it possible to train deep learning architectures from scratch. The contributions presented in this work cover all aspects of the development of an intelligent system based on deep learning. A first contribution is the creation of a database for the Langue des Signes de Belgique Francophone (LSFB). This is derived from an existing corpus and has been adapted to the needs of deep learning methods. The possibility of using crowdsourcing methods to collect more data is also explored.The second contribution is the development or adaptation of architectures for automatic sign language recognition. The use of contrastive methods to learn better representations is explored, and the transferability of these representations to other sign languages is assessed.Finally, the last contribution is the integration of models into software for the general public. This led to a reflection on the challenges of integrating an intelligent module into the software development life cycle.Jury membersProf. Wim VANHOOF, President, University of NamurProf. Benoît FRENAY, Promoter, University of NamurProf. Anthony CLEVE, Co-promoter, University of NamurProf. Laurence MEURANT, Internal Member, University of NamurProf. Lorenzo BARALDI, External Member, University of ModenaProf. Annelies BRAFFORT, External Member, University of Paris-SaclayProf. Joni DAMBRE, External Member, University of GhentYou are cordially invited to a drink, which will follow the public defense. For a good organization, please give your answer by Friday June 6. I want to register

This seminar is aimed at researchers as well as (future) childcare professionals - educators, carers, childcare workers - who wish to question this issue and equip themselves to better listen to and include young children. Thanks to an interdisciplinary, cross-border approach, experts from the fields of psychology, pedagogy, law and the human sciences will share their knowledge and experience. This time of exchange will provide a better understanding of how to foster children's information and participation by adapting to their abilities and needs. Registrations Read more

Three types of research seminars take place within the Institute. These seminars bring together members around a variety of themes and generally take place during the day.

The "Vulnerabilities and Societies" research center brings together members from various UNamur Faculties with the aim of studying the dynamics of vulnerability in our societies.

What the management of "foreign terrorist fighters" and their children says about the fight against terrorism, a carte blanche by elise delhaise, coline remacle and chloé thomas, devoted to the repatriation of the children of Belgian jihadistsLa chronique Carta Academica: ce que la gestion des "combattants terroristes étrangers" et de leurs enfants dit de la lutte contre le terrorismeLa chronique carta academica: "bulles sociales et covid-19: un réveillon qui fait du bruit", a carte blanche by nathalie basecqz and elise delhaise in the December 19, 2020 issue of le journal le soirNew elections, a solution? S. Wattier, in the futureFederal negotiations: one month to go before political chaos, s. Wattier, eveningAbortion law: the need to preserve women's rights, convictions and democracy, s. Wattier, le soirFederal negotiations: mouth-to-mouth, the self-proclamation of June 17, s. Wattier, le soirWhite card "alexander i: le premier gouvernement fédéral qui fait place à la diversité de genre", s.wattier in the newspaper le soir"Après le califat, l'embarras", e. Delhaise, c. Remacle, c. Thomas, la revue nouvelle Pilot projects integrated prevention against burn-out whose commission was chaired by v. FlohimontChronique "pourquoi apprécions-nous tant avoir des règles à suivre à la lettre?" la libre.be - l. RizzerioThe pandemic proves that commitment to the common good is not an abstract idea - la libre, l. RizzerioA step closer to social eugenics? La proposition de loi n° 55-1029 modifiant le code civil en vie d'instaurer une protection juridique prénatale - a paraître dans le jdj, j. FierensCoronavirus: we are all vulnerable, la libre.be, column by Madame l. Rizzerio Isolate? Regroup? What to do with prisoners convicted of terrorism? Interview with Mr. f. Xavier Could the decrees banning ritual slaughter be overturned? in the evening, Madame s. Wattier

Researchers at the Unit study, among other things: children's rights protection systems; children's vulnerability; children's best interests; children's right to autonomy and participation; children's procedural status; children's rights in the context of youth welfare and youth protection: the rights of the child in parentage and adoption law; the rights of the migrant child; the right of the child to a non-violent education; the rights of the child in the digital environment; the rights of intersex children; the rights of transgender children.The Unit's activities are manifold: promotion of doctoral theses and research projects; teaching and training (intervention in the Master de spécialisation interuniversitaire en approche interdisciplinaire des droits de l'enfant, the Certificat en approche interdisciplinaire des droits l'enfant, the Certificat en accompagnement de l'accrochage scolaire et social and the Certificat en approche multidisciplinaire des maltraitances infanto-juvéniles) ; organization and participation in colloquia, conferences, seminars in Belgium and abroad; publication of individual and collective works, articles, commentaries and proceedings; consultancy activities for public or private bodies; links with the associative world (Service Learning); collaboration with universities abroad.List of membersGéraldine Mathieu, professor and director of the UnitAline Bodson, doctoral studentEmma Bourcelet, assistantAurélie Cassiers, maître de conférencesCéline Derclaye, assistantMarie Goffaux, researcherÉmilie Hermans, doctoral studentPauline Mailleux, assistant and researcherMichaël Mallien, visiting lecturer and lawyer at the Brussels BarBee Marique, teaching assistant and lawyer at the Dinant BarAnne-Catherine Rasson, doctoral student and lecturerMathieu Rolain, teaching assistant and lecturer Other units Health, Social and Well-being Unit Vulnerabilities and Citizens' Rights Unit The CSS

Moved by a fundamental motivation to serve the community and make research results accessible, the Health, Social and Wellbeing Unit (SSBE) has today developed its activities around various human sciences, such as law, psychology, philosophy, economics, etc., and regularly collaborates with players in the so-called hard sciences (medicine, pharmacy, engineering...). Its research focus, like the constant concern for respect for the human person, lends itself more to a broader approach than just the legal framework.The researchers at SSBE examine how societal systems take into account, or fail to take into account, the various forms of vulnerability that can affect individuals or groups, on a one-off or permanent basis. The various norms and systems are thus analyzed in terms of their principles, practices, effectiveness, contradictions, players and developments, with a resolutely forward-looking objective and an important fundamental research dimension.SSBE has developed national and international expertise in the fields of social protection, welfare, psychosocial risks, mental health, equality and non-discrimination, and issues closely or remotely related to public health (patients' rights, aging, disability...), as well as in interdisciplinary research methodology. Other units Vulnerabilities and Children's Rights Unit Vulnerabilities and Citizens' Rights Unit The CSS

Special attention is therefore paid to the field of public law (constitutional law and civil liberties, administrative law and criminal law and procedure), and particularly to the individual in his or her relationship with public authority. Various contexts of vulnerability are targeted: terrorism, radicalization, religious minorities, gender discrimination, armed conflicts, incivilities, begging, mental disorders, organized crime, sexual and gender violence, child pornography, cyber harassment, professional secrecy, anti-discrimination, etc.While the Unit is fundamentally rooted in legal science research, and in the field of public law in particular, it is also - like each of the Units that make up the V&S Centre - interdisciplinary and naturally draws on other social sciences to refine its expertise. Other units Vulnerabilities and Children's Rights Unit Health, Social and Well-being Unit The CSS

The "Crime, Security and Surveillance in the Digital Age (CSS)" unit brings together researchers from CRIDS and the V&S Centre, some of whom are practitioners and most of whom are teachers, around three lines of research: crime, security and surveillance in the digital age.

The program 2:00 pm | Keynote lecture on the use of AI in research - Hugues BERSINI, Professor at the Université libre de Bruxelles: "Can science be just data driven?" 3:00 pm | Presentations by UNamur researchers3:00 pm | Catherine Guirkinger: Use of AI in an economic history project3:15 pm | Nicolas Roy (PI: Alexandre Mayer): AI at the service of innovation in photonics and optics: revealing the secrets of scrolls through the classification of animal species15:25 | Nemanja Antonic (PI: Elio Tuci): An in silico representation of C. elegans collective behaviour<15h35 | Nicolas Franco : The benefits and dangers of "predicting the future" with covid-like machine learning models 15h45 | Michel Ajzen : Managerial and human implications of AI in organizations <15h55 | Robin Ghyselinck (PI : Bruno Dumas) : Deep Learning for endoscopy: towards next generation computer-aided diagnosis4:05 pm | Auguste Debroise (PI : Guilhem Cassan) : LLMs to measure the importance of stereotypes within gender representations in Hollywood films16h15 | Gabriel Dias De Carvalho : Learning practices in physics using generative AI16h25 | Sébastien Dujardin (PI : Catherine Linard) : Where Geography meets AI: A case study on mapping online flood conversations16h35 | Jeremy Dodeigne : LLMs in SHS: revolutionary tools in a Wild West Territory? Reflections on costs, transparency and open science16h45 | Antoinette Rouvroy : Governing AI in Democracy17h00 | Keynote lecture on ethics and guidelines to consider when using AI in research projects and writing research articles - Bettina BERENDT, Professor at KU Leuven18h00 | Benoît Frenay and Michaël Lobet : Creation of an IA scientific committee at UNamur18:10 | DrinkA certificate of attendance, worth 0.5 cross-disciplinary doctoral training credits, will be issued on request. Contact: secretariat.adre@unamur.beThis event is free of charge, but registration is required. I want to register

The workshop will feature:A keynote presentation on public value and AI implementation at VRT.Sessions on discoverability, user agency, and explainability.Discussions on regulation, including perspectives on the AI Act and transparency in media.An interactive session showingcasing AI-driven prototypes.The event will also highlight our project's latest findings. Join us for a day of thought-provoking discussions, knowledge exchange, and networking opportunities!Would you like to attend? Places are limited and will be allocated on a first-come, first-served basis, so register as soon as possible. Registration will close on April 11, 2025. More information here