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HyRiM

Multicriteria Risk Management using Zero-Sum Games with Vector-Valued Payoffs that are Probability Distributions

v2.0.2 · Dec 8, 2022 · GPL-3

Description

Construction and analysis of multivalued zero-sum matrix games over the abstract space of probability distributions, which describe the losses in each scenario of defense vs. attack action. The distributions can be compiled directly from expert opinions or other empirical data (insofar available). The package implements the methods put forth in the EU project HyRiM (Hybrid Risk Management for Utility Networks), FP7 EU Project Number 608090. The method has been published in Rass, S., König, S., Schauer, S., 2016. Decisions with Uncertain Consequences-A Total Ordering on Loss-Distributions. PLoS ONE 11, e0168583. <doi:10.1371/journal.pone.0168583>, and applied for advanced persistent thread modeling in Rass, S., König, S., Schauer, S., 2017. Defending Against Advanced Persistent Threats Using Game-Theory. PLoS ONE 12, e0168675. <doi:10.1371/journal.pone.0168675>. A volume covering the wider range of aspects of risk management, partially based on the theory implemented in the package is the book edited by S. Rass and S. Schauer, 2018. Game Theory for Security and Risk Management: From Theory to Practice. Springer, <doi:10.1007/978-3-319-75268-6>, ISBN 978-3-319-75267-9.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘"Stefan Rass, on behalf of the Austrian Institute of Technology" <stefan.rass@jku.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Stefan",
                      family = "Rass",
                      role = "aut"),
               person(given = "Sandra",
                      family = "Koenig",
                      role = "aut"),
               person(given = "Ali",
                      family = "Alshawish",
                      role = "aut"),
               person(given = "\"Stefan",
                      family = "Rass",
                      role = "cre"),
               person(given = c("on", "behalf", "of", "the", "Austrian", "Institute", "of"),
                      family = "Technology\"",
                      role = "cre",
                      email = "stefan.rass@jku.at"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘"Stefan Rass, on behalf of the Austrian Institute of Technology" <stefan.rass@jku.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Stefan",
                      family = "Rass",
                      role = "aut"),
               person(given = "Sandra",
                      family = "Koenig",
                      role = "aut"),
               person(given = "Ali",
                      family = "Alshawish",
                      role = "aut"),
               person(given = "\"Stefan",
                      family = "Rass",
                      role = "cre"),
               person(given = c("on", "behalf", "of", "the", "Austrian", "Institute", "of"),
                      family = "Technology\"",
                      role = "cre",
                      email = "stefan.rass@jku.at"))
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘"Stefan Rass, on behalf of the Austrian Institute of Technology" <stefan.rass@jku.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Stefan",
                      family = "Rass",
                      role = "aut"),
               person(given = "Sandra",
                      family = "Koenig",
                      role = "aut"),
               person(given = "Ali",
                      family = "Alshawish",
                      r
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘"Stefan Rass, on behalf of the Austrian Institute of Technology" <stefan.rass@jku.at>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Stefan",
                      family = "Rass",
                      role = "aut"),
               person(given = "Sandra",
                      family = "Koenig",
                      role = "aut"),
               person(given = "Ali",
                      family = "Alshawish",
                      r

Dependency Network

Dependencies Reverse dependencies compare polynom grImport2 Rglpk purrr HyRiM

Version History

new 2.0.2 Mar 9, 2026