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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "adverSCarial" in publications use:'
type: software
license: MIT
title: 'adverSCarial: adverSCarial, generate and analyze the vulnerability of scRNA-seq
  classifier to adversarial attacks'
version: 1.10.0
doi: 10.1093/bioinformatics/btaf168
identifiers:
- type: doi
  value: 10.32614/CRAN.package.adverSCarial
abstract: adverSCarial is an R Package designed for generating and analyzing the vulnerability
  of scRNA-seq classifiers to adversarial attacks. The package is versatile and provides
  a format for integrating any type of classifier. It offers functions for studying
  and generating two types of attacks, single gene attack and max change attack. The
  single-gene attack involves making a small modification to the input to alter the
  classification. The max-change attack involves making a large modification to the
  input without changing its classification. The CGD attack is based on an estimated
  gradient descent. against adversarial attacks. The package provides a comprehensive
  solution for evaluating the robustness of scRNA-seq classifiers against adversarial
  attacks.
authors:
- family-names: FIEVET
  given-names: Ghislain
  email: ghislain.fievet@gmail.com
  orcid: https://orcid.org/0000-0002-0337-7327
- family-names: HERGALANT
  given-names: Sébastien
  email: sebastien.hergalant@inserm.fr
  orcid: https://orcid.org/0000-0001-8456-7992
preferred-citation:
  type: article
  title: 'adverSCarial: assessing the vulnerability of single-cell RNA-sequencing
    classifiers to adversarial attacks'
  authors:
  - family-names: Fievet
    given-names: Ghislain
    email: ghislain.fievet@gmail.com
    orcid: https://orcid.org/0000-0002-0337-7327
  - family-names: Broséus
    given-names: Julien
  - family-names: Meyre
    given-names: David
  - family-names: Hergalant
    given-names: Sébastien
    email: sebastien.hergalant@inserm.fr
    orcid: https://orcid.org/0000-0001-8456-7992
  journal: Bioinformatics
  year: '2025'
  volume: '41'
  issue: '4'
  doi: 10.1093/bioinformatics/btaf168
  start: btaf168
repository: https://bioc-release.r-universe.dev
commit: fc30cc183da47a78a6438b50c8c7bde46a916324
date-released: '2026-04-28'
contact:
- family-names: FIEVET
  given-names: Ghislain
  email: ghislain.fievet@gmail.com
  orcid: https://orcid.org/0000-0002-0337-7327