Previous Editions: WAISE 2023
Sixth International Workshop on
Artificial Intelligence
Safety Engineering
Programme.
08:45-09:00
Opening and welcome to WAISE 2023, Organisation Committee
Keynote Talk
09:00-10:00
Challenges in Building Safe LLM-Powered Conversational Systems
Razvan Dinu, Principal Applied Scientist, NVIDIA
10:00-10:30
Coffee break
Session 1: AI Uncertainty and Monitoring
10:30-10:50
Contextualised Out-of-Distribution Detection using Pattern Identification
Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia and Zakaria Chihani
10:50-11:10
Conformal Prediction and Uncertainty Wrapper: What Statistical Guarantees Can You Get for Uncertainty Quantification in Machine Learning?
Lisa Jöckel, Michael Klaes, Janek Groß and Pascal Gerber
11:10-11:30
AERoS: Assurance of Emergent Behaviour in Autonomous Robotic Swarms
Dhaminda Abeywickrama, James Wilson, Suet Lee, Greg Chance, Peter Winter, Arianna Manzini, Ibrahim Habli, Shane Windsor, Sabine Hauert and Kerstin Eder
Session 2: Assurances for Autonomous Systems
11:30-11:45
Towards Deep Anomaly Detection with Structured Knowledge Representations (Doctoral paper)
Konstantin Kirchheim
11:45-12:00
A Reasonable Driver Standard for Automated Vehicle Safety
Philip Koopman and William Widen
12:00-13:00
Lunch break
Session 3: AI Safety
13:00-13:20
Safety Integrity Levels for Artificial Intelligence
Simon Diemert, Laure Millet, Jonathan Groves and Jeffrey Joyce
13:20-13:40
AIMOS: Metamorphic Testing of AI - An Industrial Application
Augustin Lemesle, Aymeric Varasse, Zakaria Chihani and Dominique Tachet
13:40-14:00
A Group-Level Learning Approach Using Logistic Regression For Fairer Decisions
Marc Elliott and Deepak Padmanabhan
Session 4: Assurances for Autonomous Systems 2
14:00-14:20
Towards Safe Machine Learning Lifecycles with ESG Model Cards
Thomas Bonnier and Benjamin Bosch
14:20-14:40
Can Large Language Models assist in Hazard Analysis?
Simon Diemert and Jens Weber
14:40-15:00
Short Birds of a Feather Session
15:00-15:30
Coffee break
Session 5: AI Safety 2
15:30-15:45
Evaluating and Increasing Segmentation Robustness in CARLA
Venkatesh Sambandham, Konstantin Kirchheim and Frank Ortmeier
15:45-16:00
Structuring Research Related to Dynamic Risk Management for Autonomous Systems
Rasmus Adler, Jan Reich and Richard Hawkins
Community Debate
16:00-17:00
Plenary Discussion "Is the Last Mile in Engineering Safe AI Systems LLM-based?"
17:00-17:10
WAISE2023 Wrap Up
Committees.
Organization Committee
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Orlando Avila-García, Arquimea Research Center, Spain
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Mauricio Castillo-Effen, Lockheed Martin, USA
Chih-Hong Cheng, Fraunhofer IKS, Germany -
Zakaria Chihani, CEA LIST, France
-
Simos Gerasimou, University of York, UK
Programme Committee
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Vincent Aravantinos, Argo AI, Germany
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Alec Banks, Defence Science and Technology Laboratory, UK
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Markus Borg, CodeScene, Sweden
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Simon Burton, IKS Fraunhofer, DE
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Radu Calinescu, University of York, UK
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Javier Cámara, University of Malage, Spain
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Raja Chatila, ISIR - Sorbonne University, France
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Huascar Espinoza, KDT JU, Belgium
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John Favaro, INTECS, Italy
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Jérémie Guiochet, LAAS-CNRS, France
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Nico Hochgeschwende, Bonn-Rhein-Sieg University, Germany
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Philip Koopman, Carnegie Mellon University, USA
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Bettina Könighofer, Technical University of Graz, Austria
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Nicholas Matragkas, CEA LIST, France
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Adedjouma Morayo, CEA LIST, France
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Chokri Mraidha, CEA LIST, France
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Vladislav Nenchev, BMW Group, Germany
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Jonas Nilsson, Nvidia, USA
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Philippa Ryan Conmy, University of York, UK
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Mehrdad Saadatmand, RISE SICS, Sweden
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Ioannis Sorokos, Fraunhofer IESE, Germany
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Andrea Stocco, Technical University Munich, Germany
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Mario Trapp, Fraunhofer IKS, Germany
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Meine van der Meulen, DNV, Norway
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Xingyu Zhao, University of Liverpool, UK