Package: adverSCarial
Title: adverSCarial, generate and analyze the vulnerability of
        scRNA-seq classifier to adversarial attacks
Version: 1.11.0
Authors@R: c(
    person("Ghislain", "FIEVET", , "ghislain.fievet@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-0337-7327")),
    person("Sébastien", "HERGALANT", role = "aut",
    email="sebastien.hergalant@inserm.fr", comment=c(ORCID = "0000-0001-8456-7992")))
Description: 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.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
biocViews: Software, SingleCell, Transcriptomics, Classification
Suggests: knitr, RUnit, BiocGenerics, TENxPBMCData, CHETAH, stringr,
        LoomExperiment
Imports: gtools, S4Vectors, methods, DelayedArray
VignetteBuilder: knitr
Config/pak/sysreqs: zlib1g-dev
Repository: https://bioc.r-universe.dev
Date/Publication: 2026-04-28 13:01:01 UTC
RemoteUrl: https://github.com/bioc/adverSCarial
RemoteRef: HEAD
RemoteSha: 0818fc638731407b9ef4013d9014af208755d0ac
NeedsCompilation: no
Packaged: 2026-07-04 05:46:21 UTC; root
Author: Ghislain FIEVET [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-0337-7327>),
  Sébastien HERGALANT [aut] (ORCID:
    <https://orcid.org/0000-0001-8456-7992>)
Maintainer: Ghislain FIEVET <ghislain.fievet@gmail.com>
Depends: R (>= 3.5.0)