kupl / Diver

Diver

Diver is a black-box fuzzer for SMT Solvers. The technical details of Diver can be found in our paper accepted to ICSE 2023: "Diver: Oracle-Guided SMT Solver Testing with Unrestricted Random Mutations"

Installation

• Install Python libraries below:

pip3 install pyinterval pyparsing toml rstr termcolor numpy z3-solver cvc5

• Install Z3:

wget https://github.com/Z3Prover/z3/archive/refs/tags/z3-4.11.0.tar.gz
tar -xvzf z3-4.11.0.tar.gz
cd z3-z3-4.11.0
python3 scripts/mk_make.py --python
cd build
make -j 4
sudo make install

• Install CVC5:

wget https://github.com/cvc5/cvc5/archive/refs/tags/cvc5-1.0.1.tar.gz
tar -xvzf cvc5-1.0.1.tar.gz
cd cvc5-cvc5-1.0.1
./configure.sh --auto-download
cd build
make -j 4 
sudo make install

Usage

Please see USAGE.md.

Structure of Diver

Please see STRUCTURE.md for implementation of Diver.

Research Artifact for ICSE 2023 paper

To reproduce the experimental results in our ICSE 2023 paper, please visit: https://github.com/kupl/Diver-Artifact