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Commit 1c9340c2 authored by Julien Girard-Satabin's avatar Julien Girard-Satabin
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[doc] Added dedicated page to supported provers

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......@@ -35,19 +35,12 @@ needed to interoperate with external provers. These are generally called
Supported Provers
-----------------
The supported provers are the following:
* `PyRAT <https://laiser.frama-c.com/laiser-websites/pyrat-website/>`_, a neural
network prover based on abstract interpretation,
* `Marabou <https://github.com/NeuralNetworkVerification/Marabou>`_, a
Satisfiability Modulo Theory (SMT) solver specialized in neural network
verification,
* `SAVer <https://github.com/abstract-machine-learning/saver>`_, a support
vector machine prover based on abstract interpretation,
* `nnenum <https://github.com/stanleybak/nnenum>`_, a neural network prover
that combines abstract interpretation and linear programming techniques,
* `alpha-beta-CROWN <https://github.com/Verified-Intelligence/alpha-beta-CROWN>`_, a neural network prover, winner of the VNN-COMP 2021 and 2022,
* Standard SAT/SMT solvers that support the SMT-LIBv2 input language.
.. toctree::
:maxdepth: 2
:caption: Supported Provers:
provers
Availability
------------
......@@ -79,9 +72,6 @@ We gratefully thank the people who contributed to CAISAR, directly or
indirectly: Zakaria Chihani, Serge Durand, Tristan Le Gall, Augustin Lemesle,
Aymeric Varasse.
Bibliography
------------
.. [GABC2023] Girard-Satabin, J., Alberti, M., Bobot, F., Chihani, Z.,
*Caractériser des propriétés de confiance d’IA avec Why3*,
Journées Francophones des Langages Applicatifs (J FLA 2023)
......
The supported provers are the following:
PyRAT
-----
`PyRAT <https://pyrat-analyzer.com>`_
is a neural network prover based on abstract interpretation,
Marabou
-------
`Marabou <https://github.com/NeuralNetworkVerification/Marabou>`_
is a Satisfiability Modulo Theory (SMT) solver specialized in neural network
verification.
SAVer
-----
`SAVer <https://github.com/abstract-machine-learning/saver>`_
is a support vector machine prover based on abstract interpretation.
nnenum
------
`nnenum <https://github.com/stanleybak/nnenum>`_ is a neural network prover that combines abstract interpretation, linear programming techniques and input split heuristics.
alpha-beta-CROWN
--------------------------
`alpha-beta-CROWN <https://github.com/Verified-Intelligence/alpha-beta-CROWN>`_ is a neural network prover, winner of the VNN-COMP 2021 and 2022.
SMT solvers
-----------
Standard SAT/SMT solvers that support the SMT-LIBv2 input language.
As of now, only CVC5 had been tested.
......@@ -21,7 +21,7 @@ refer to each prover documentation to install them.
CAISAR
already support several provers, listed in
:ref:`overalldesign`.
:ref:`supported-provers`.
Assuming you have installed a prover with an entry in the
``caisar-detection.conf`` file, you can register the prover to CAISAR using the
following command: ``PATH=$PATH:/path/to/solver/executable caisar config -d``.
......@@ -40,7 +40,7 @@ documentation to get a first grasp on using WhyML.
Provided a file ``trust.why`` containing a goal to verify, the command ``caisar verify --prover=PROVER trust.why``
will verify the goals using the specified prover. A list of
supported provers is available in :ref:`overalldesign`. The prover
supported provers is available in :ref:`supported-provers`. The prover
must already be registered by CAISAR. Currently, only one
prover can be selected at a time; future work will allow
selecting multiple provers and orchestrate verification
......
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