CfP: Workshop on Deception Against Planning Systems and Planning in Adversarial Conditions (DAPSPAC)

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Feb 4, 2022, 10:57:05 AMFeb 4
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***** Call for Papers: ICAPS-22 Workshop on Deception Against Planning Systems and Planning in Adversarial Conditions (DAPSPAC) *****

Fielded applications of planning must interact with a world that can be inexplicably hostile in unexpected ways. Game theoretic means of handling adversarial environments are both computationally expensive and impose their own assumptions which can be violated or exploited. This makes understanding how planning techniques react to provocations and false information a critical requirement for planning system deployments. The workshop will look at both sides of the problem – from characterizing attacks and vulnerabilities to proposed methods for detecting and mitigating threats.

Topics of interest include:

* Use cases and techniques for effective deception against planning systems
* Techniques for identifying and reacting to adversarial conditions
* Theoretical foundations and results for deception and robustness
* Analysis of robustness and stability of planning frameworks, including planning engines and corresponding knowledge models
* Validation and Verification of planning systems deployed in adversarial environment
* Relationships between game theory, automated planning, and applications of theory to planning system deployment
* Adversary modeling, both for evaluating the effect of deception on an actor and identifying adversarial inputs.
* Applications of planning in adversarial conditions, e.g., cybersecurity operations

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Submission Information
Authors may submit technical papers of up to 8 pages (+1 for references). We also encourage the submission of short papers (4+1) focussing on preliminary results, and challenge papers (2 pages) to discuss open problems.

We welcome the presentation of recently work published in archival conferences and journals. For these submission, please submit a short note pointing to the work and justifying its relevance. If the work is still under review, attach and anonymized copy. Already published work will not be included in the proceedings.

Submission details and up-to-date information on DAPSPAC can be found on our website at:
http://icaps22.icaps-conference.org/workshops/DAPSPAC/

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Important Dates
Paper submission deadline: March 18, 2022 (AOE)
Notification: April 15, 2022
Camera-ready paper submission: June 10, 2022

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Organizing Committee:
Lukas Chrpa, Czech Technical University, Czech Republic
Mauro Vallati, University of Huddersfield, UK
Andy Applebaum, Apple Inc., USA
Ron Alford, The MITRE Corporation, USA
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