DREAMS workshop 2022 call for papers

News | Posted on Thursday 31 March 2022

The Call for Papers is now out for the 3rd international Dynamic Risk managEment for AutonoMous Systems (DREAMS) workshop

We are delighted that AAIP's Dr Richard Hawkins is part of the organising committee for the 3rd international Dynamic Risk managEment for AutonoMous Systems (DREAMS) workshop. This workshop is co-located with the 18th European Dependable Computing Conference (EDCC) in Zaragoza, Spain, from 12–15 September 2022.

The workshop is being organised as part of the ICON project “Layers of Protection Architecture for Autonomous Systems” (LOPAAS), a collaboration between Fraunhofer and the AAIP. 

The workshop Call for Papers is out now. The workshop will explore concepts, techniques and technology for realising dynamic risk management as an approach for making autonomous systems dependable. Topics of interest include but are not limited to

  • Definition and modeling of the Operational Design Domain
  • Approaches for monitoring AI-based components
  • (Runtime) estimation and handling of uncertainties
  • Approaches for formalising risk and risk assessment
  • Ethics of risk/machine ethics
  • (Dynamic) assurance cases for autonomous systems and AI
  • Collecting data from operation for continuous risk management / MLOps   
  • Case studies

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