Open-source code analysis platform for C/C++/Java/Binary/Javascript/Python/Kotlin based on code property graphs

Joern - The Bug Hunter's Workbench

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Joern is a platform for analyzing source code, bytecode, and binary executables. It generates code property graphs (CPGs), a graph representation of code for cross-language code analysis. Code property graphs are stored in a custom graph database. This allows code to be mined using search queries formulated in a Scala-based domain-specific query language. Joern is developed with the goal of providing a useful tool for vulnerability discovery and research in static program analysis.

Website: https://joern.io

Documentation: https://docs.joern.io/

Specification: https://cpg.joern.io

Requirements

  • JDK 11 (newer versions might work, but have not been properly tested)
  • optional: gcc and g++ (for auto-discovery of C/C++ system header files if included/used in your C/C++ code)

Quick Installation

wget https://github.com/joernio/joern/releases/latest/download/joern-install.sh
chmod +x ./joern-install.sh
sudo ./joern-install.sh
joern

Compiling (synthetic)/ammonite/predef/interpBridge.sc
Compiling (synthetic)/ammonite/predef/replBridge.sc
Compiling (synthetic)/ammonite/predef/DefaultPredef.sc
Compiling /home/tmp/shiftleft/joern/(console)

     ██╗ ██████╗ ███████╗██████╗ ███╗   ██╗
     ██║██╔═══██╗██╔════╝██╔══██╗████╗  ██║
     ██║██║   ██║█████╗  ██████╔╝██╔██╗ ██║
██   ██║██║   ██║██╔══╝  ██╔══██╗██║╚██╗██║
╚█████╔╝╚██████╔╝███████╗██║  ██║██║ ╚████║
 ╚════╝  ╚═════╝ ╚══════╝╚═╝  ╚═╝╚═╝  ╚═══╝

joern>

If the installation script fails for any reason, try

./joern-install --interactive

QueryDB (queries plugin)

Quick way to develop and test QueryDB:

sbt stage
./querydb-install.sh
./joern-scan --list-query-names

The last command prints all available queries - add your own in querydb, run the above commands again to see that your query got deployed. More details in the separate querydb readme

Javasrc2cpg (a source-based frontend for Java)

See details in the javasrc2cpg readme

Benchmarks

Various static analysis benchmarks that measure Joern are contained under the benchmarks. The benchmarks are implemented in ScalaTest and can be run using the joern-benchmarks script. The benchmark results can be found on the benchmarks subproject's README. The currently implemented benchmarks along with the language frontends tested are:

For more instructions on how to run benchmarks individually head over to the benchmarks subproject. If you would like the benchmark results to be written to a file instead of printed to STDOUT, set the path to the environment variable JOERN_BENCHMARK_RESULT_FILE.