Previous Editions: WAISE 2021
Fourth International Workshop on
Artificial Intelligence
Safety Engineering
Sept 7th, 2021
Starting time: 12:00 UTC, 13:00 BST,
14:00 CEST, 08:00 EST, 21:00 JST
(The times below are in UTC)
Opening and welcome to WAISE 2021, Organisation Committee
Session 1: Automated Driving Safety
Chair: Orlando Ávila Garcia
12:15-12:25
An Integrated Approach to a Safety Argumentation for AI-based Perception Functions in Automated Driving
Michael Mock, Stephan Scholz, Frederik Blank, Fabian Hüger, Andreas Rohatschek, Loren Schwarz and Thomas Stauner
12:25-12:35
Experimental Conformance Evaluation on UBER ATG Safety Case Framework with ANSL/UL 4600
Kenji Taguchi and Fuyuki Ishikawa
12:35-12:45
A New Approach to Better Consensus Building and Agreement Implementation for Trustworthy AI Systems
Yukiko Yanagisawa and Yasuhiko Yokote
12:45-13:00
Session Discussion
Session 2: AI Safety
Chair: Rob Ashmore
13:00-13:10
Deep Neural Network Uncertainty Estimation with Stochastic Inputs for Robust Aerial Navigation Policies
Fabio Arnez, Huascar Espinoza, Ansgar Radermacher and François Terrier
13:10-13:20
No Free Lunch: Overcoming Reward Gaming in AI Safety Gridworlds
Mariya Tsvarkaleva and Louise Dennis
13:20-13:30
Effect of label noise on robustness of deep neural network object detectors
Bishwo Adhikari, Jukka Peltomäki, Saeed Bakhshi Germi, Esa Rahtu and Heikki Huttunen
13:30-13:40
Human-in-the-Loop Learning Methods Toward Safe DL-based Autonomous Systems: A Review
Prajit T Rajendran, Huascar Espinoza, Agnes Delaborde and Chokri Mraidha
13:40-14:00
Session Discussion
14:00-14:30
Comfort Break
Keynote Talk
Chair: Chih-Hong Cheng
14:30-15:30
Session 3: Assurances for Autonomous Systems
Chair: Mauricio Castillo-Effen
15:30-15:40
Levels of Autonomy & Safety Assurance for AI-based Clinical Decision Systems
Paul Festor, Ibrahim Habil, Yan Jia, Anthony Gordon, A. Aldo Faisal and Matthieu Komorowski
15:40-15:50
Certification Game for the Operational Safety Analysis of AI-based CPS
Imane Lamrani, Ayan Banerjee and Sandeep Gupta
15:50-16:00
Learning From AV Safety: Hope and Humility Shape Policy and Progress
Marjory Blumenthal
16:00-16:15
Session Discussion
16:15-16:30
Comfort Break
New Ideas and Emerging Results
Chair: Zakaria Chihani
Towards a Common Testing Terminology for Software Engineering and Artificial Intelligence Experts
Lisa Joeckel, Thomas Bauer, Marc Hauer, Michael Klaes and Janek Gross
16:30-16:40
IEEE P7009 Standard on Fail-Safe Design of Autonomous and Semi-Autonomous Systems
Ken Wallace
16:40-16:50
European Training Network for Safer Autonomous Systems
Orian Dheu, Raul Sena Ferreira, Haris Aftab
16:50-17:05
Committees.
Plenary Discussion
Chair: Philip Koopman
Plenary Discussion "Towards the Last Mile in Engineering Safe AI Systems"
17:05-17:45
WAISE 2021 Wrap Up
17:45-18:00
Organization Committee
-
Orlando Avila-García, Arquimea Reserch Center, Spain
-
Mauricio Castillo-Effen, Lockheed Martin, USA
Chih-Hong Cheng, DENSO, Germany -
Zakaria Chihani, CEA LIST, France
-
Simos Gerasimou, University of York, UK
Steering Committee
-
Rob Alexander, University of York, UK
-
Huascar Espinoza, CEA LIST, France
-
Philip Koopman, Carnegie Mellon University, USA
-
Stuart Russell, UC Berkeley, USA
-
Raja Chatila, ISIR - Sorbonne University, France
Programme Committee
-
Vincent Aravantinos, Autonomous Intelligent Driving GmbH, Germany
-
Rob Ashmore, Defence Science and Technology Laboratory, UK
-
Alec Banks, Defence Science and Technology Laboratory, UK
-
Markus Borg, RISE SICS, Sweden
-
Simon Burton, IKS Fraunhofer, DE
-
Raja Chatila, ISIR - Sorbonne University, France
-
John Favaro, INTECS, Italy
-
Michael Fischer, University of Manchester, UK
-
Mario Gleirscher, University of York, UK
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Jérémie Guiochet, LAAS-CNRS, France
-
Vahid Hashemi, Audi, Germany
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José Hernández-Orallo, Universitat Politècnica de València, Spain
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Nico Hochgeschwende, Bonn-Rhein-Sieg University, Germany
-
Bernhard Kaiser, ANSYS, Germany
-
Philip Koopman, Carnegie Mellon University, USA
-
Timo Latvala, Space Systems Finland, Finland
-
Chokri Mraidha, CEA LIST, France
-
Davy Pissoort, KU Leuven, Belgium
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Mehrdad Saadatmand, RISE SICS, Sweden
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Rick Salay, University of Waterloo, Canada
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Erwin Schoitsch, Austrian Institute of Technology, Austria
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Hao Shen, Fortiss, Germany
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François Terrier, CEA LIST, France
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Andreas Theodorou, Umea University, Sweeden
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Mario Trapp, Fraunhofer ESK, Germany
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Ilse Verdiesen, TU Delft, Netherlands