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Deceptive AI

First International Workshop, DeceptECAI 2020, Santiago de Compostela, Spain, August 30, 2020 and Second International Workshop, DeceptAI 2021, Montreal, Canada, August 19, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Stefan Sarkadi

    1. Inria Sophia Antipolis-Méditerranée Research Centre, Valbonne, France

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  2. Benjamin Wright

    1. United States Naval Research Laboratory, Washington D.C., USA

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  3. Peta Masters

    1. University of Melbourne, Melbourne, Australia

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  4. Peter McBurney

    1. King's College London, London, UK

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1296)

Included in the following conference series:

Conference proceedings info: DeceptECAI 2020. DeceptAI 2021.

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Table of contents (12 papers)

  1. Front Matter

    Pages i-x
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  2. Conceptual Frameworks

    1. Front Matter

      Pages 1-1
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    2. Characterising Deception in AI: A Survey

      • Peta Masters, Wally Smith, Liz Sonenberg, Michael Kirley
      Pages 3-16

    3. The Role of Environments in Affording Deceptive Behaviour: Some Preliminary Insights from Stage Magic

      • Wally Smith, Michael Kirley, Liz Sonenberg, Frank Dignum
      Pages 17-26

    4. Deceptive Dreams: Nudging for Better Sleep

      • Hung-Chiao Chen
      Pages 27-37

  3. Agent-Based Approches

    1. Front Matter

      Pages 39-39
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    2. Wolves in Sheep’s Clothing: Using Shill Agents to Misdirect Multi-robot Teams

      • Michael J. Pettinati, Ronald C. Arkin, Akshay Krishnan
      Pages 41-54

    3. Learning to Deceive in Multi-agent Hidden Role Games

      • Matthew Aitchison, Lyndon Benke, Penny Sweetser
      Pages 55-75

    4. Modelling Strategic Deceptive Planning in Adversarial Multi-agent Systems

      • Lyndon Benke, Michael Papasimeon, Tim Miller
      Pages 76-83

  4. Logic-Based Approches

    1. Front Matter

      Pages 85-85
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    2. E-Friend: A Logical-Based AI Agent System Chat-Bot for Emotional Well-Being and Mental Health

      • Mauricio J. Osorio Galindo, Luis A. Montiel Moreno, David Rojas-Velázquez, Juan Carlos Nieves
      Pages 87-104

    3. Deception in Epistemic Causal Logic

      • Chiaki Sakama
      Pages 105-123

    4. Influencing Choices by Changing Beliefs: A Logical Theory of Influence, Persuasion, and Deception

      • Grégory Bonnet, Christopher Leturc, Emiliano Lorini, Giovanni Sartor
      Pages 124-141

  5. Machine Learning Approches

    1. Front Matter

      Pages 143-143
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    2. Towards a Framework for Challenging ML-Based Decisions

      • Clément Henin, Daniel Le Métayer
      Pages 145-156

    3. Impostor GAN: Toward Modeling Social Media User Impersonation with Generative Adversarial Networks

      • Masnoon Nafees, Shimei Pan, Zhiyuan Chen, James R. Foulds
      Pages 157-165

    4. Studying Dishonest Intentions in Brazilian Portuguese Texts

      • Francielle Alves Vargas, Thiago Alexandre Salgueiro Pardo
      Pages 166-178

  6. Back Matter

    Pages 179-179
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Other volumes

  1. Deceptive AI

Keywords

About this book

This book constitutes selected papers presented at the First International Workshop on Deceptive AI, DeceptECAI 2020, held in conjunction with the 24th European Conference on Artificial Intelligence, ECAI 2020, in Santiago de Compostela, Spain, in August 2020, and Second International Workshop on Deceptive AI, DeceptAI 2021, held in conjunction with the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021, in Montreal, Canada, in August 2021. Due to the COVID-19 pandemic both conferences were held in a virtual mode. 

The 12 papers presented were thoroughly reviewed and selected from the 16 submissions. They present recent developments in the growing area of research in the interface between deception and AI. 





Editors and Affiliations

  • Inria Sophia Antipolis-Méditerranée Research Centre, Valbonne, France

    Stefan Sarkadi

  • United States Naval Research Laboratory, Washington D.C., USA

    Benjamin Wright

  • University of Melbourne, Melbourne, Australia

    Peta Masters

  • King's College London, London, UK

    Peter McBurney

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