Les résultats scientifiques

53 documents

  • Afef Awadid, Xavier Leroux, Boris Robert, Morayo Adedjouma, Eric Jenn. Ensuring the Reliability of AI Systems through Methodological Processes. QRS 2024 : The 24th IEEE International Conference on Software Quality, Reliability, and Security, Jul 2024, Cambridge (UK), United Kingdom. ⟨hal-04576362⟩
  • Houssem Ouertatani, Cristian Maxim, Smail Niar, El-Ghazali Talbi. Neural Architecture Tuning: A BO-Powered NAS Tool. International Conference in Optimization and Learning (OLA), May 2024, Dubrovnik, Croatia. ⟨hal-04540630⟩
  • Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi. Optimal transport based adversarial patch to leverage large scale attack transferability. The International Conference on Learning Representations (ICLR 2024), May 2024, Vienna, Austria. ⟨hal-04467796⟩
  • Kevin Pasini, Fateh Kaakai, Paul-Marie Raffi, Thibault Royet, Guillame Bernard. Rule-Based Monitoring. Workshop HyCHA (Hybridation Connaissances, Humain et Apprentissage Statistique), Mar 2024, Gif sur Yvette, France. ⟨hal-04527959⟩
  • Clément Arlotti, Nicolas Heulot. A semiotic-based framework to assess mental models of XAI systems. HyCHA 2024 Hybridation Connaissances, Humain et Apprentissage Statistique, Mar 2024, Gif-sur-Yvette, France. ⟨hal-04520749⟩
  • Ramzi Ben Mhenni, Mohamed Ibn Khedher, Stéphane Canu. Sparse and invisible adversarial attacks using MIP Optimization. 2024. ⟨hal-04519890⟩
  • Tom Mansion, Raphaël Braud, Ahmed Amrani, Sabrina Chaouche, Faouzi Adjed, et al.. DebiAI: Open-Source Toolkit for Data Analysis, Visualisation and Evaluation in Machine Learning. 20th International Conference on Autonomic and Autonomous Systems (ICAS), Mar 2024, Athena, Greece. ⟨hal-04446930⟩
  • Lucas Schott, Josephine Delas, Hatem Hajri, Elies Gherbi, Reda Yaich, et al.. Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey. 2024. ⟨hal-04521876⟩
  • Afef Awadid, Kahina Amokrane-Ferka, Henri Sohier, Juliette Mattioli, Faouzi Adjed, et al.. AI Systems Trustworthiness Assessment: State of the Art. Workshop on Model-based System Engineering and Artificial Intelligence - MBSE-AI Integration 2024, Feb 2024, Rome, Italy. ⟨hal-04400795⟩
  • Afef Awadid, Boris Robert, Benoît Langlois. MBSE to Support Engineering of Trustworthy AI-Based Critical Systems. 12th International Conference on Model-Based Software and Systems Engineering, Feb 2024, Rome, Italy. ⟨hal-04400702⟩