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Call for Contributions
7th International Workshop on Artificial Intelligence Safety Engineering (WAISE2024), co-located with SAFECOMP
Florence, Italy, September 17, 2024
Submission Deadline: 5 May 2024
https://www.waise.org
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The Workshop on Artificial Intelligence Safety Engineering (WAISE) explores new ideas on safety engineering for AI-based systems, ethically aligned design, regulation and standards for AI-based systems. In particular, WAISE will provide a forum for thematic presentations and in-depth discussions about safe AI architectures, ML safety, the use of generative AI/LLMs in engineering safety-critical systems, safe human-machine interaction, bounded morality and safety considerations in automated decision-making systems, in a way that makes AI-based systems more trustworthy, accountable and ethically aligned.
WAISE aims at bringing together experts, researchers, and practitioners, from diverse communities, such as AI, safety engineering, ethics, standardization and certification, robotics, cyber-physical systems, safety-critical systems, and application domain communities such as automotive, healthcare, manufacturing, agriculture, aerospace, critical infrastructures, and retail.
The workshop proceedings will be provided as a complimentary book to the SAFECOMP Proceedings in Springer Lecture Notes in Computer Science (LNCS) series, same as in previous years.
TOPICS
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Contributions are sought in (but are not limited to) the following topics:
* Safety in AI-based system architectures: safety by design
* Regulating AI-based systems: safety standards and certification
* Runtime AI safety monitoring and adaptation
* Safe machine learning
* Formal methods for trustworthy AI
* Safety constraints and rules in decision-making systems
* AI-based system predictability
* Testing, verification and validation of safety properties in AI-based systems
* Algorithmic bias and AI discrimination
* Model-based engineering approaches to AI safety
* Ethically aligned design of AI-based systems
* Machine-readable representations of ethical principles and rules
* Uncertainty in AI
* Accountability, responsibility and liability of AI-based systems
* AI safety risk assessment and reduction
* Confidence, self-esteem and the distributional shift problem
* Reinforcement learning reward hacking and training corruption
* Self-explanation, self-criticism and the transparency problem
* Safety in the exploration vs exploitation dilemma
* Simulation for safe exploration and training
* Human-in-the-loop and the scalable oversight problem
* AI applied to safety engineering
* AI safety education and awareness
* Shared autonomy and human-autonomy teaming
* Experiences in AI-based safety-critical systems, including industrial processes, health, automotive systems, robotics, critical infrastructures, among others
* Approaches and experiences in using generative AI/LLMs in engineering safety-critical systems
SUBMISSION GUIDELINES
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You are invited to submit full scientific contributions (max. 12 pages, including references), short position papers (max. 6 pages, including references), proposals of technical talk/sessions (short abstracts, max. 2 pages, including references) or doctoral papers (6 – 8 pages max, including references, authored only by the PhD student describing their PhD dissertation research). Please keep your paper format according to Springer LNCS formatting guidelines (single-column format). The Springer LNCS author kit can be downloaded from:
https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines
Manuscripts must be submitted as PDF files via EasyChair online submission system: https://easychair.org/my/conference?conf=waise2024
All papers will be peer-reviewed by the Program Committee (minimum of 3 reviewers per paper). The workshop follows a single-blind reviewing process.
ORGANIZING COMMITTEE
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* Simos Gerasimou, University of York, UK
* Orlando Avila-García, Arquimea Research Center, Spain
* Mauricio Castillo-Effen, Lockheed Martin, USA
* Chih-Hong Cheng, Chalmers University of Technology, Sweden
* Zakaria Chihani, CEA LIST, France
IMPORTANT DATES
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* Full paper submission: 5 May 2024
* Notification of acceptance: 31 May 2024
* Camera-ready submission: 10 June 2024
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All questions about submissions should be emailed to “waise2024 (at) easychair (dot) org”